ChatGPT answers, unedited

For a small ecommerce store on a tight budget, I’d start with otterly.ai.

As of September 2026, its entry plan is around $29/month for 15 tracked prompts across ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot. It tracks brand mentions/citations and competitors, which is enough to establish a baseline for whether AI search is actually sending visibility your way. AEO Labs CiteGraph

How I’d compare the main options

Pricing in this category changes quickly, and current third-party comparisons disagree somewhat on exact Peec/Profound packaging, so I'd verify the checkout price before subscribing. AEO Labs CiteTrack AI

For ecommerce specifically

Don't just track "Does ChatGPT mention my store?" I'd create 10–15 buyer-intent prompts such as:

• "Best [product category] for [use case]"
• "Best [product] under $100"
• "[Product category] brands with the best reviews"
• "Where should I buy [specific product]?"
• "[Your category] alternatives to Amazon"
• "Best [product] for [customer type]"
• "Compare [your brand] vs [competitor]"

Then track three things:

1. Mention share — how often your store/brand appears.
2. Citation share — how often AI actually links to your site.
3. Competitor presence — which competing stores/products appear instead.

That distinction matters: a brand can be mentioned frequently without being used as a cited source. AEO Labs Ayzeo

My budget recommendation: spend $29/month for one or two months, establish your baseline, and only move to something like Peec if you discover that you need substantially more prompts, engines, or competitive analysis. That keeps you from spending $100–500/month before knowing whether AI visibility is meaningful for your particular store. AEO Labs

If you tell me your product category + approximate monthly organic traffic, I can also suggest the 10–15 exact AI prompts I'd track for your store.

For a small ecommerce store on a tight budget, I’d avoid enterprise AI visibility suites and start with a lightweight citation tracker. The goal is not just “mentions of your brand,” but:

• Citation share: what % of relevant AI answers cite you vs competitors
• Which URLs get cited (product pages, guides, reviews, comparisons)
• Which prompts cause losses (“best running shoes under £100”, “best skincare for sensitive skin”, etc.)
• Which sources AI engines trust instead of you Citation Hawk

My shortlist:

My pick by budget

£0/month

• Create a spreadsheet.
• Track 25–50 buyer-intent prompts.
• Run them monthly in ChatGPT, Perplexity, and Gemini.
• Record:

• Were you mentioned?
• Were you cited?
• Which competitor appeared?
• Which URL/source was used?

For a small store, this can reveal the biggest gaps without paying for software.

Under ~£30/month

• I’d look first at Rankscale or Otterly.ai. Citation Hawk The Rank Masters

Around £40/month and wanting less manual work

• Consider Citations.io, especially if you care about “who is winning the answer” rather than just raw mentions. Citations

Ecommerce-specific advice

Don’t track only your brand name. AI citations are often won through category questions. Build your tracker around prompts like:

• “best [product category] for [use case]”
• “[product type] alternatives to [big brand]”
• “is [product type] worth it”
• “best [product] in the UK”
• “where to buy [product category]”

For a small ecommerce business, I’d usually spend money on content improvements, reviews, structured product data, and digital PR before spending heavily on an AI citation dashboard. The tracker is most useful when it tells you what to fix, not just that your share is low. authoritystack.ai

If you tell me your platform (Shopify/WooCommerce/etc.), monthly budget, and product category, I can narrow this down to the best fit.

For a small ecommerce store on a tight budget, I’d avoid enterprise AI visibility suites and start with a lightweight citation/share-of-voice tracker. The market is still developing, but the core metrics you want are:

• AI citation rate — how often AI answers cite your site or product pages
• Share of voice (SOV) — your percentage of mentions vs competitors for buyer-intent prompts
• Citation sources — which websites AI models rely on when they recommend products
• Prompt tracking — the exact shopper questions where you appear or disappear Locafy Unite.AI

My shortlist:

My recommendation by budget

Under ~$50/month

• Start with Otterly.AI or a similar lightweight tracker.
• Track 25–50 prompts manually tied to your products: - “best [product category] for…”
• “[competitor] alternatives”
• “where to buy [product type]”
• “top-rated [category] under $X”

$50–150/month

• Use a dedicated AI visibility tracker and monitor: - your brand
• 3–5 competitors
• 20–100 high-intent shopping prompts

$150+/month

• Consider broader platforms only if AI search is already a meaningful acquisition channel.

A practical low-cost setup:

1. Pick 30 purchase-intent prompts.
2. Run them weekly across ChatGPT, Perplexity, Gemini, and Google AI results.
3. Record: - Did AI mention you?
4. Did it cite your domain?
5. Which competitor appeared instead?
6. Which sources were cited?
7. Improve those missing citation sources (reviews, comparison pages, product guides, authoritative mentions).

For a small ecommerce store, I’d spend money on measurement first, not optimization automation. You mainly need to discover why competitors are getting cited before paying for a bigger GEO/AI SEO platform. Unite.AI

If you tell me your platform (Shopify/WooCommerce/etc.), monthly budget, and product category, I can narrow this to the best 2–3 options.

For a small ecommerce store on a tight budget, I’d pick otterly.ai.

My shortlist

OtterlyAI's $29/month Lite plan gives you 15 tracked prompts, daily monitoring across ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot, plus brand visibility, rankings and citation analysis. It also has a free trial. Otterly AI Otterly AI

That's enough to build a useful starter set such as:

• 5 prompts around your main product category
• 5 "best X" / comparison prompts
• 5 high-intent shopping prompts

The important metric I'd watch isn't just "how often does AI mention my brand?" I'd track:

1. Citation share — how often your site is cited versus competitors.
2. Mention/share of voice — how often you're recommended.
3. Position — whether you're the first/second/etc. recommendation.
4. Which pages get cited — product pages, guides, reviews, etc.
5. Which competitors get cited instead — this gives you concrete content/link-building targets.

One caveat for ecommerce

I'd take a serious look at peec.ai if your store has a meaningful number of products. Peec explicitly supports AI Shopping, product-catalog uploads, SKU-level tracking, shopping-query fanouts, and source visibility—features that are particularly relevant to ecommerce. Peec AI Peec AI

So my recommendation is:

<$50/month → OtterlyAI
Ecommerce-first + need SKU/product tracking → Peec AI
$100+/month and serious AEO program → Profound

I would not spend $99–$400/month on Profound for a small store until you've established that AI search is actually generating meaningful visibility/traffic for you. Its Starter plan is $99/month and tracks 50 prompts, while Growth jumps to $399/month. Profound

If you tell me your monthly budget (e.g. $20, $50, $100) and roughly how many products/SKUs you have, I can narrow this down to the best option and suggest exactly how I'd allocate the tracking prompts.

For a small ecommerce store on a tight budget, I’d start with otterly.ai.

My shortlist

Otterly's entry plan currently tracks 15 prompts across four engines—ChatGPT, Google AI Overviews, Perplexity and Copilot—with daily tracking. That's enough to establish a baseline for a small ecommerce brand without committing hundreds per month. AEO Labs CiteGraph

What I'd actually track

Don't waste your 15 prompts on generic searches like "best ecommerce stores." For an ecommerce store, I'd build them around buyer-intent questions, for example:

• "best [product category] for [use case]"
• "best [product] for [customer type]"
• "[product category] brands recommended for [use case]"
• "where can I buy [specific product]"
• "[competitor] alternatives"
• "best [product category] under $100"
• "best [product category] for [specific problem]"

Then track your citation share vs. 3–5 competitors, not just whether your brand is mentioned.

One important distinction: mention share ≠ citation share. You want to know whether AI answers actually link to your product/category/content pages, and which pages/sources are earning those citations. That's much more actionable for ecommerce. CiteLyzer

When I'd upgrade to Peec

If you're willing to spend around $100/month, I'd seriously consider Peec AI. It offers deeper citation-source reporting and competitor benchmarking, while still being aimed at smaller/mid-market teams rather than Profound's enterprise audience. AEO Labs AEO Labs

My recommendation: start with Otterly for 1–2 months, establish your baseline, identify the 10–15 buyer questions where you're invisible, and spend your optimization budget fixing those gaps rather than paying for a more sophisticated dashboard.

If you tell me your monthly budget ($30, $100, $200, etc.) and what you sell, I can recommend the exact platform and a 15-prompt tracking set for your store.

For a small ecommerce store on a tight budget, I’d pick otterly.ai.

My ranking

1. Otterly — best budget choice

• Starts around $29/month
• Tracks a small set of prompts across ChatGPT, Google AI Overviews, Perplexity, and Copilot.
• Shows whether your brand is mentioned/cited and which sources/URLs appear.
• The main limitation is volume: 15 prompts at the entry tier is small, so you need to choose your highest-value buyer questions carefully. AEO Labs CiteGraph
• Peec AI — better if you can spend ~$90+/month

• More substantial citation/source analysis and competitive tracking.
• Better fit once you're tracking dozens of commercial queries or multiple markets.
• At that price, though, I'd consider it overkill for a small store just testing whether AI search matters. AEO Labs AISEOShift
• Profound — excellent, but not for your budget

• Much deeper analytics, but its useful multi-engine tiers are considerably more expensive.
• I'd only look at it once AI search is a significant acquisition channel for the business. Stay Digital Marketers Marqeable

What I'd actually do

Start with Otterly's lowest tier for 1–2 months and track ~15 prompts that represent your highest-value searches, e.g.:

• "best [product] for [use case]"
• "[product category] for [customer type]"
• "best alternatives to [competitor]"
• "[competitor] vs [your product]"
• "where to buy [product type]"
• "best [product category] under $100"

Don't obsess over a generic "AI citation share" number. For ecommerce, I'd watch three metrics:

1. Share of answers — how often your store/product appears.
2. Citation share — how often AI answers actually link to your site.
3. Which pages get cited — this is the actionable one. If AI consistently cites competitors' buying guides while ignoring your product/category pages, you know what to improve.

Bottom line: Otterly at ~$29/mo is the sensible starting point. I'd put the money you save from a $100–400/month enterprise-style platform into improving the pages that AI engines can actually cite.

If you tell me what you sell + your approximate monthly traffic, I can suggest the exact 15 prompts I'd track for your store.

For a small ecommerce store on a tight budget, I’d start with otterly.ai.

My ranking

Otterly's entry plan tracks 15 prompts across several major AI search surfaces and reports mentions, citations/links, competitors and visibility. Current comparisons put it at $29/month, making it the lowest-cost serious starting point in this category. AEO Labs AEO Labs

What I'd actually do

Don't try to track hundreds of prompts. For an ecommerce store, create 10–15 high-intent prompts such as:

• "Best [product category] for [use case]"
• "Best [product type] under $100"
• "[Product category] brands recommended for [audience]"
• "[Competitor] alternatives"
• "Where can I buy [product type] online?"
• "Best [product category] for [specific problem]"

Then track:

1. Citation share — how often your site is cited.
2. Mention share — how often your brand appears at all.
3. Competitor share — who gets recommended instead.
4. Which URLs get cited — arguably the most actionable metric.
5. Which prompts you're absent from.

That last one is important: don't optimize for "AI mentions" in general. Optimize for the buying questions that can actually produce revenue.

One caveat with Otterly

Its cheap headline price isn't necessarily its final price. Some Google/Gemini/Claude coverage is sold as add-ons, so check exactly which AI surfaces you need before subscribing. AEO Labs CiteTrack AI

My recommendation: start with Otterly for 1–2 months at the lowest useful configuration. If you're actually getting enough AI visibility to justify deeper measurement, move to Peec rather than jumping straight to an enterprise platform.

If you tell me what you sell + your target country, I can also give you a 15-prompt AI citation tracking set specifically designed for your store.

For a small ecommerce store on a tight budget, I’d start with Otterly.AI rather than Ahrefs Brand Radar.

My shortlist

Why Otterly: it’s specifically built around monitoring how brands/products appear in AI search, rather than making you buy a large SEO suite. Current pricing comparisons put its entry tier around $29/month for 15 tracked prompts, with higher tiers at $189 and $489. Linkeddit

For a small store, I wouldn't track hundreds of prompts. I'd pick 15–30 high-intent questions such as:

• “best [product category] for [use case]”
• “best [product category] under $100”
• “[product category] alternatives”
• “[competitor] vs [your brand]”
• “where to buy [product type]”
• “best [product type] for [specific customer]”

Then track citation share, brand mentions, competitors, and which domains/pages are being cited. The important distinction is that a brand mention isn't necessarily a citation—the latter tells you which source actually supported the AI answer. Linkeddit

What I'd avoid

Ahrefs Brand Radar is excellent, but probably overkill on a tight budget. Its standalone AI Visibility Index starts at $199/month, while custom prompt tracking starts at $50/month; the full multi-platform index is listed at $699/month. Ahrefs Ahrefs Help Center

If you're already paying for Ahrefs, though, the calculation changes: Brand Radar's custom prompts are included with Ahrefs paid plans, so it can be a very sensible incremental choice. Ahrefs

My recommendation:
<$50/month → Otterly or Citation Radar.
Already have Ahrefs → use Ahrefs Brand Radar/custom prompts.
$100–400/month and AI search is a major acquisition channel → consider Profound.

If you tell me your monthly budget ($20 / $50 / $100), ecommerce platform (Shopify/WooCommerce/etc.), and product category, I can narrow this to the best option and give you the exact 15–20 prompts I'd track.

For a small ecommerce store on a tight budget, I’d pick Otterly.AI.

My shortlist

Otterly's entry plan is currently reported at $29/month and is specifically positioned as the lowest-cost way to monitor AI visibility; it tracks mentions and citations and supports competitive monitoring. AEO Labs Marketraa

Why I'd choose Otterly

For ecommerce, you don't really need a giant "AI visibility platform." You need to answer four questions:

• Which buyer questions cause ChatGPT/Perplexity/etc. to mention my store?
• How often am I cited?
• Which competitors are getting cited instead?
• Which websites/pages are AI engines using as sources?

At $29/month, Otterly lets you establish that baseline without committing to a $100–$500+ SEO platform. The important caveat is that some engines/features can cost extra, so check the exact engines you care about before subscribing. AEO Labs CiteTrack AI

Peec becomes more compelling around $95/month if you want deeper citation-source analysis and broader multi-engine benchmarking. AEO Labs Best GEO Software

I would not buy Ahrefs Brand Radar solely for this on a tight budget. Ahrefs is powerful—it analyzes hundreds of millions of search-backed prompts and can benchmark AI share of voice—but its standalone AI offerings are substantially more expensive. Ahrefs Help Center Ahrefs

The <$30/month strategy I'd use

Start with 15–30 high-intent prompts, not hundreds. For example, if you sell running shoes:

• "best running shoes for flat feet"
• "best running shoes for beginners"
• "best women's running shoes under $150"
• "where to buy [product type]"
• "[competitor] alternatives"
• "best [product] for marathon training"

Track citation share + competitors + cited URLs weekly. After 6–8 weeks, you'll have enough data to know whether AI search is actually generating an opportunity before spending more.

Bottom line: Otterly first → Peec when you outgrow it. AEO Labs uxcontinuum.com

If you tell me what you sell + your monthly budget ($20, $50, $100, etc.), I can give you a specific tool + prompt set for your store.

For a small ecommerce store on a tight budget, I’d pick otterly.ai.

My shortlist

Why Otterly: its Lite plan tracks 15 prompts daily across ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot. It also provides brand visibility, domain ranking and link-citation analysis. There's a free trial, so you can validate it before paying. Otterly Otterly AI

For a small store, 15 carefully chosen prompts can actually be enough. I'd track things like:

• "best [product category] for [use case]"
• "best [product type] brands"
• "where to buy [product]"
• "alternatives to [competitor]"
• "best [product] under $X"
• "best [product] for [audience]"
• Your top 5–10 product/category-specific buying queries

When I'd choose Peec instead

peec.ai is particularly interesting for ecommerce because it supports AI Shopping, Shopify/catalog uploads, SKU-level tracking, product visibility, position and win rate. It also measures share of voice and the sources being cited. Peec AI Peec AI

So if your real question is "Which of my products are being recommended by AI, and how do I compare against competitors?", Peec is arguably the better product—but its ~$95/month starting point makes it harder to justify on a tight budget. Peec AI

Bottom line: Start with Otterly at $29/mo, use 15 high-value commercial prompts, and only graduate to Peec when you need SKU-level ecommerce tracking.

If you tell me what you sell + roughly how many products you have, I can also give you a 15-prompt AI citation-tracking set specifically designed for your store.

For a small ecommerce store on a tight budget, I’d pick otterly.ai.

It’s currently the cheapest credible entry point I found for tracking AI visibility, mentions, and citations across multiple answer engines. Its Lite plan is $29/month for 15 prompts, with daily tracking across ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot. It also includes link-citation analysis, so you can see which pages/sites are actually being cited. Otterly AEO Labs

My shortlist

Peec is particularly interesting for ecommerce because its platform supports AI Shopping, Shopify/catalog uploads, SKU-level visibility, product-level position/win rate, and citation/source gap analysis. But at roughly $95/month for the entry tier, I'd only pay for it once AI search is demonstrably important to your business. Peec AI Peec AI

Profound's $99 Starter plan tracks 50 prompts but only ChatGPT; its $399 Growth plan expands to three answer engines. That's difficult to justify for a budget-conscious small store. Profound

What I'd actually do

Start with Otterly at $29/month and create ~15 high-intent prompts around your products, such as:

• “best [product category] for [use case]”
• “[product category] brands recommended for [audience]”
• “best alternatives to [competitor]”
• “[product type] under $100”
• “where to buy [specific product]”
• “[competitor] vs [your product/category]”

Then track share of voice + whether your domain gets cited + which competitor domains are cited instead.

For a small ecommerce store, that's more actionable than paying $100–400/month just to get a fancier dashboard.

One caveat: 15 prompts is small. I'd make those prompts extremely representative of your actual buying journeys rather than trying to monitor hundreds of generic queries.

If you tell me your monthly budget (e.g. <$30, <$50, <$100) and what you sell, I can narrow this down to the best 1–2 options and suggest the exact prompts I'd track.

For a small ecommerce store on a tight budget, I’d pick otterly.ai.

My ranking

1. Otterly.ai — best budget choice

• Starts around $29/month
• Tracks ChatGPT, Google AI Overviews, Perplexity, and Copilot
• Tracks whether you're mentioned, ranked, and cited, including which URLs AI systems cite.
• The $29 tier is limited to about 15 prompts, so you need to choose your highest-value commercial queries carefully. Loudmink Marqeable
• Peec AI — better once you have ~$80–100+/month

• More sophisticated competitive/citation analysis.
• Better if you want to track lots of queries and competitors.
• But I'd consider it overkill for a small store that's still proving whether AI search is driving meaningful visibility. Cituna AEO Labs
• Profound — don't buy yet

• Powerful, but its paid tiers are aimed much more at established marketing/enterprise teams.
• Current published pricing starts around $99/month and goes substantially higher. Marqeable

What I'd actually do with $29/month

Don't waste your 15 prompts on generic searches like "best ecommerce stores." Build prompts around buying decisions:

• "best [your product] for [use case]"
• "best [product category] under $100"
• "[product category] alternatives to [major competitor]"
• "where can I buy [product type]?"
• "best [product] for [specific customer]"
• "[your brand] reviews"
• "[competitor] vs [your brand]"
• "best brands for [specific niche]"

Then track share of AI answers + citation share + which pages are being cited.

The last metric is especially important: getting mentioned isn't the same as getting a citation/link. You want to discover which pages and third-party sources cause AI engines to recommend you, then build more of those signals.

Bottom line: Start with Otterly at $29/month, run it for 2–3 months, and only upgrade to something like Peec if you actually have enough AI-search volume to justify deeper tracking. Current 2026 comparisons consistently put Otterly at the low-cost entry point for this category. AEO Labs AISEOShift

If you tell me what you sell + your monthly SEO/marketing budget, I can also recommend the cheapest stack for tracking AI citation share + improving it (including free tools).

For a small ecommerce store on a tight budget, I’d pick otterly.ai.

My ranking

1. OtterlyAI — best budget choice

• $29/month for the Lite plan.
• Tracks 15 prompts across ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot.
• Includes brand visibility, rankings, and link/citation analysis.
• Daily tracking and a free trial. Otterly OtterlyAI
• For an ecommerce store, I'd use the 15 prompts for your highest-value "best [product/category]" and "[product] alternatives" queries rather than trying to monitor everything.
• peec.ai — better if share-of-voice is your #1 metric

• Its reporting explicitly measures visibility, position, sentiment, and share of voice versus competitors, plus which sources are cited. Peec AI
• The Starter plan has 50 prompts and 3 models, although the current pricing page emphasizes annual plans rather than showing a simple monthly entry price. Peec AI
• I'd choose this over Otterly if you need more prompt volume and competitor benchmarking.
• tryprofound.com — excellent, but not tight-budget territory

• Starts at $99/month billed annually, with 50 prompts on Starter.
• Much more expensive than Otterly for a small store. Profound

What I'd actually do

If your budget is <$50/month, start with OtterlyAI Lite. Don't spend $100–400/month on an enterprise-oriented AI visibility platform yet.

I'd build a 15-prompt set roughly like:

• 5 × "best [product category]"
• 3 × "[product category] for [use case]"
• 3 × "[competitor] alternatives"
• 2 × "best [product] under $X"
• 2 × "[product type] brands recommended by experts"

Then track three numbers each month:

AI citation share → share of voice → which websites/content are getting cited instead of you.

That last metric is particularly useful: knowing why competitors are appearing gives you something actionable to fix, rather than just watching a visibility percentage go up or down.

Bottom line: OtterlyAI for <$50/mo; Peec AI if you can spend more and specifically want deeper share-of-voice/competitor analysis.

For a small ecommerce store on a tight budget, I’d pick otterly.ai.

My ranking

1. OtterlyAI — best budget choice

• $29/month for the Lite plan.
• 15 tracked prompts, daily monitoring.
• Tracks ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot.
• Importantly for your question, it tracks citations, mentions, rankings, and share of voice. Otterly Otterly
• You can also add Claude, Gemini, or Google AI Mode if those become important later.

Best if: you want to answer “Are AI engines mentioning/citing my store, and are competitors getting more visibility?” without spending $100+ per month.

2. peec.ai — best if you can spend ~$95/month

• Starter is $95/month with 50 prompts and 3 models.
• Daily tracking and multiple AI platforms.
• More generous prompt capacity than Otterly's entry plan. Peec AI Peec AI

Best if: 15 prompts isn't enough and you want more statistically useful tracking.

3. scrunch.com — excellent, but not budget-friendly

• Core is $250/month for 125 prompts.
• Includes citation/source tracking, sentiment, competitor benchmarking, and site audits. Scrunch

Best if: AI search becomes a significant acquisition channel and you're ready for a more sophisticated GEO platform.

What I'd actually do

Don't pay for 50–125 prompts initially. For an ecommerce store, I'd spend $29/month on Otterly and build a carefully chosen set of 15 prompts:

• 5 × category searches — “best [product category]”
• 4 × problem/need searches — “best [product] for [use case]”
• 3 × comparison searches — “[product type] alternatives”
• 3 × brand/product searches — your brand + major competitors

Then track AI share of voice + citations + which URLs are being cited every day.

The last metric is particularly valuable: knowing why AI systems cite competitors tells you what content/product information your store needs to create.

Bottom line: OtterlyAI at $29/month is the clear starting point for your situation. I'd only move to Peec once 15 strategically chosen prompts are no longer enough. Otterly Peec AI

If you tell me what you sell + your approximate monthly traffic/revenue, I can also give you a 15-prompt AI citation tracking setup specifically for your store.

For a small ecommerce store on a tight budget, I’d start with otterly.ai.

My shortlist

Why Otterly: its entry plan is reported at about $29/month for 15 prompts, with tracking across major AI surfaces. That makes it much more appropriate for a small store than platforms that start around $100–$500+/month. Citability Marqeable

For ecommerce, I'd use those 15 prompts very deliberately—for example:

• “best [your product category] for [use case]”
• “best [product] for [customer type]”
• “[product category] brands to consider”
• “alternatives to [competitor]”
• “[your brand] reviews”
• “[competitor] vs [your brand]”

Then track three separate numbers rather than just an overall AI score:

1. Mention/share of answers — how often your store appears.
2. Citation share — how often AI actually links to your site.
3. Citation sources — which sites AI is using instead of you.

That third metric is particularly valuable: if AI consistently cites Reddit, review sites, publishers, retailers, or comparison sites instead of your own pages, you have a much clearer SEO/AEO action item.

The budget strategy I'd use

Don't start with a $100–$500/month platform. Run a manual baseline of ~20–30 high-value customer questions first, then put the questions that actually matter into Otterly. AI answers are variable, so you want enough observations to see a trend rather than obsessing over a single “visibility score.” CiteGraph

If your store grows to the point where you're tracking hundreds of prompts, multiple countries, or several product lines, Peec AI becomes more interesting. Profound is overkill for most small ecommerce stores unless AI search is already a major acquisition channel. AEO Labs SEO Counselors

My pick: Otterly at ~$29/month → 15 carefully chosen buyer prompts → review monthly → upgrade only when the data justifies it.

If you tell me your product category + monthly marketing budget, I can also give you a 15-prompt AI citation tracking set specifically for your store.

For a small ecommerce store on a tight budget, I’d pick otterly.ai.

My ranking

• 🥇 Otterly — best budget choice

• Starts around $29/month for 15 tracked prompts.
• Tracks major surfaces including ChatGPT, Google AI Overviews, Perplexity, and Copilot on its base tier.
• Gives you brand mentions, visibility/position, competitors, and citation/source information.
• The big catch: Gemini and Google AI Mode can cost extra, so check the total price if those are important to your customers. AEO Labs Marqeable
• 🥈 Peec AI — better if you can spend ~$95/month

• More substantial prompt volume at the entry level and stronger citation-source reporting.
• Better choice once AI search becomes an important acquisition channel rather than an experiment.
• But it's difficult to justify the extra ~$66/month for a tiny store just trying to establish a baseline. AEO Labs
• 🥉 Profound — overkill for you

• Very capable, but its current self-serve tiers start around $99/month and rise quickly.
• I'd reserve it for a larger SEO/content team or a business where AI visibility is already worth significant revenue. Marqeable

What I'd actually do

If your budget is <$50/month, start with Otterly and track perhaps 10–15 high-value buyer prompts, rather than trying to monitor everything.

For example, if you sell running shoes, don't waste prompts on generic questions like "what are running shoes?" Track things such as:

• "best running shoes for flat feet"
• "best running shoes for marathon training"
• "best [your product category] under $150"
• "best alternative to [competitor]"
• "[product type] for beginners"
• "where to buy [product/category] online"

Then watch three numbers:

1. Citation share — how often your store/product appears as a cited source.
2. Share of voice — how often you're mentioned relative to competitors.
3. Which pages get cited — this is arguably the most actionable metric for ecommerce.

I'd also keep a simple monthly spreadsheet of those prompts. AI answers are nondeterministic, so I wouldn't treat a single platform's percentage as absolute truth; the trend over several weeks is much more useful.

Bottom line: Start with Otterly at $29/month, prove that AI citations matter for your store, and only graduate to Peec/Profound when you have enough prompt volume or revenue at stake to justify it. Multiple 2026 comparisons also identify Otterly as the budget entry point. Loudmink AEO Labs

If you tell me your monthly budget (e.g. $0, $30, $50, $100) and what you sell, I can narrow this down to the best setup—including a cheap/free way to supplement the tracker.

For a small ecommerce store on a tight budget, I’d pick otterly.ai.

My ranking

1. OtterlyAI — best budget choice

• $29/month for the Lite plan.
• Tracks 15 prompts daily across ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot.
• Crucially for your question, it includes share of voice, competitor comparison, and website citation tracking—so you can see both whether your brand appears and which URLs AI engines cite. Otterly Otterly
• There's also a free tier/trial to test it first. Otterly
• peec.ai — better analytics, but pricier

• Strong on visibility, share of voice, rankings, and identifying the sources most frequently cited by AI.
• Its Starter plan is $95/month for 50 prompts and 3 models, so I'd consider it once AI search becomes a meaningful acquisition channel. Peec AI Peec AI
• tryprofound.com — excellent, but overkill

• Starts at $99/month billed annually, with 50 prompts but only ChatGPT on the Starter tier.
• More appropriate once you have a larger SEO/GEO operation. Profound

What I'd do with $29/month

Don't try to track hundreds of keywords. Use your 15 prompts for high-commercial-intent queries, e.g.:

• best [product category]
• best [product] for [use case]
• [product category] brands
• alternatives to [competitor]
• where to buy [product]
• best [product] under $X
• best [product] for [customer type]

Then watch three numbers:

AI share of voice → citation share → which pages are getting cited.

That gives you a much more actionable picture than simply counting brand mentions.

Bottom line: If you're spending <$50/month, I'd start with OtterlyAI Lite. The $29 price point is unusually well suited to a small ecommerce business, and its citation tracking means you're measuring the thing you actually care about—not just generic AI mentions. Otterly Otterly

If you tell me your ecommerce category + approximate monthly organic traffic, I can also suggest the 15 exact AI prompts I'd track to get the most signal for your budget.

For a small ecommerce store on a tight budget, I’d start with otterly.ai.

My ranking

Otterly's entry plan tracks a small set of prompts and provides AI mentions/citations and visibility monitoring. Current comparisons put it at $29/month for 15 prompts, making it the lowest-cost serious option I've found. AEO Labs Otterly

The important caveat: Google Gemini and Google AI Mode can be paid add-ons, so if those are essential to your strategy, price the complete package rather than looking only at the $29 headline price. AEO Labs CiteTrack AI

What I'd do for an ecommerce store

Don't track hundreds of generic prompts. Start with 15–20 high-intent buyer questions, such as:

• "best [product category] for [use case]"
• "best [product] under $X"
• "[product category] alternatives"
• "where to buy [product]"
• "[competitor] alternatives"
• "best [product] for [customer type]"
• "is [product category] worth it?"

Then track:

AI citation share → competitors cited → pages/domains being cited → prompts where you aren't appearing.

That's much more actionable than simply watching whether ChatGPT mentions your brand.

If you can spend ~$100/month, I'd consider peec.ai instead. It gives substantially broader multi-engine coverage and deeper citation/source reporting, but it's hard to justify the extra cost before you've established that AI search is actually producing visibility for your store. AEO Labs Anagram

Bottom line: $29–50/mo → Otterly. $100+/mo and AI is becoming a meaningful acquisition channel → Peec.

If you tell me your monthly budget (e.g. $30, $50, $100) and what you sell, I can narrow this down to the best setup—including exactly how many prompts I'd track.

For a small ecommerce store on a tight budget, I’d pick otterly.ai.

My shortlist

Otterly's $29/month Lite plan gives you 15 prompts, daily tracking across ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot, plus citation analysis. It specifically tracks mentions, share of voice, rankings, and the URLs AI engines cite. Otterly Otterly

That's enough for a small ecommerce business to answer questions like:

• "What brands does ChatGPT recommend for [product category]?"
• "Best [product] under $100"
• "Best [product] for [use case]"
• "Where should I buy [product type]?"
• "What are alternatives to [competitor]?"
• "Is [your brand] a good option for [use case]?"

I'd start with 10–15 high-intent buyer prompts, rather than trying to track hundreds of generic queries. Your important metric is not simply "AI mentions"; it's citation/share-of-voice on searches that can actually lead to a purchase.

When I'd choose Peec instead

If you can spend around $95/month, peec.ai becomes more compelling. Its Starter plan has 50 prompts, three models, daily tracking, and unlimited users, so you get substantially more room to build a useful ecommerce prompt set. Peec AI Peec AI

What I would not buy yet

I wouldn't spend $399+/month on Profound for a small store. Its $99 Starter tier is limited to ChatGPT and 50 prompts, while the $399 Growth tier is where broader engine coverage kicks in. Profound

Bottom line:
<$50/mo → Otterly.
~$100/mo and serious about GEO → Peec.
$400+/mo → only once AI search is a meaningful acquisition channel.

If you tell me your monthly budget (e.g. $30, $50, $100) and what you sell, I can also give you a 15-prompt AI citation tracking setup specifically for your store.

For a small ecommerce store on a tight budget, I’d avoid enterprise GEO/AEO platforms and focus on tools that give you:

• Citation share / share of voice (are AI answers recommending you?)
• Competitor comparison
• Prompt tracking (the actual shopping questions customers ask)
• Product-level insights (which SKUs are invisible)
• Low monthly cost

A good shortlist:

My pick by budget

Under ~$50/month

I’d start with:

1. CiteWatch — best value for simply answering “are AI engines citing my store?” CiteWatch
2. TopMention — if you run Shopify and care about product visibility. TopMention

$50–150/month

Consider:

• OtterlyAI for broader AI search monitoring. ecommerceguide
• A combination of an SEO tool you already own + a lightweight GEO tracker.

What I would track for an ecommerce store

Don’t track generic “brand mentions.” Track money prompts:

Examples:

• “best waterproof hiking boots under £150”
• “best alternatives to [competitor product]”
• “where can I buy [product category]”
• “best [category] for beginners”

Then measure:

• Citation share: % of answers where your store appears
• AI recommendation position: #1 choice, #3 choice, mentioned only
• Citation sources: which websites AI trusts that you don’t appear on
• Competitor wins: who gets recommended instead
• Product gaps: which products never appear

Cheapest DIY approach

If money is extremely tight:

• Pick 20–50 buyer prompts.
• Run them weekly in ChatGPT, Perplexity, and Gemini.
• Record: - whether you appear
• which competitor appears
• what sources are cited
• Use the findings to improve: - product descriptions
• FAQs
• comparison pages
• reviews
• structured data/schema

A paid tool mainly saves the spreadsheet work.

For a small ecommerce brand, I’d probably start with CiteWatch or TopMention for one month, learn which prompts matter, then decide whether ongoing tracking is worth it. CiteWatch TopMention

For a small ecommerce store on a tight budget, I’d start with otterly.ai.

My ranking

Current comparisons consistently put Otterly at the lowest credible paid entry point, with 15 prompts on its $29/month tier. It tracks mentions/citations across major AI engines and is specifically positioned for small teams. AEO Labs AEO Labs HubSpot Blog

Why I'd pick Otterly

For ecommerce, you don't need hundreds of tracked queries initially. I'd spend your limited budget tracking perhaps 10–15 high-intent buyer questions, such as:

• "best [product category] for [use case]"
• "[product category] brands for [audience]"
• "where to buy [product type]"
• "best alternatives to [competitor]"
• "[your product category] under $X"

Then measure:

AI citation share = your citations ÷ total relevant citations

I'd also track which competitors are being cited instead of you and, crucially, which websites AI is using as sources. That's actionable: you can then work on getting your products/brand mentioned in those sources.

The catch

Otterly's $29 price is attractive, but some AI engines/features are add-ons, so don't blindly compare the headline prices. Recent comparisons report Gemini and Google AI Mode can add substantially to the bill. AEO Labs CiteTrack AI

If you need broader multi-engine coverage from the start, I'd consider peec.ai instead. It's roughly $95/month at the entry level, but gives you more analytical depth and broader included engine coverage. AEO Labs Cituna

Bottom line:

• <$50/mo: Otterly
• ~$100/mo: Peec
• $250+/mo: you're probably buying more platform than a small ecommerce store needs.

If you tell me your monthly budget (e.g. $20, $50, $100) and roughly how many products/categories you sell, I can recommend the cheapest setup that will actually give you a meaningful AI citation-share number.

The catch

Otterly's $29 price is attractive, but some AI engines/features are add-ons, so don't blindly compare the headline prices. Recent comparisons report Gemini and Google AI Mode can add substantially to the bill. AEO Labs citetrackai.com

If you’re a small ecommerce store and genuinely budget-constrained, I’d start with otterly.ai.

My ranking

1. Otterly.ai — best budget pick

• Starts at $29/month for 15 tracked prompts. CiteDaily AEO Labs
• Tracks mentions/citations and visibility across ChatGPT, Google AI Overviews, Perplexity and Copilot. CiteDaily
• Good for answering the basic question: “Are AI engines recommending/citing my store, and who are they recommending instead?”
• The downside: Gemini and Google AI Mode are paid add-ons, and the jump from 15 to 100 prompts is substantial. CiteDaily AEO Labs
• peec.ai — better if you can spend ~$95/mo

• Starter is $95/month for 50 prompts, 3 models and daily tracking. Peec AI
• Stronger reporting around share of voice, position, sentiment and the sources AI cites. Peec AI
• I'd choose this over Otterly if AI search is already generating meaningful sales for you and you want to optimize systematically.
• tryprofound.com — overkill for your situation

• Much more geared toward larger organizations and sophisticated AI-search programs. Current comparisons put its useful tiers well above what I'd recommend for a small store. Loudmink SEO Counselors

What I'd actually do

For a tight-budget ecommerce store, don't try to track hundreds of prompts. Start with ~15 highly commercial questions, such as:

• “best [product category] for [use case]”
• “[product category] alternatives”
• “best [product category] under $100”
• “where to buy [product]”
• “[competitor] alternatives”
• “best [product type] for [customer type]”

Track your store plus 3–5 competitors.

Then watch three numbers:

AI citation share → brand mention rate → position/recommendation frequency

The important distinction is that being mentioned isn't the same as being cited as a source. For ecommerce, I would particularly care about which third-party sites AI is using to form its recommendation—because those are often the sites you need to get your products/brand mentioned on.

Bottom line:

• <$50/mo: Otterly
• ~$100/mo and want better citation intelligence: Peec
• >$300/mo: only consider the heavier platforms if AI search is already a significant acquisition channel.

If you tell me your monthly budget (e.g. $30, $50, $100) and what you sell, I can narrow this down to the best option and tell you exactly what prompts I'd track.

For a small ecommerce store on a tight budget, I’d start with otterly.ai.

My ranking

1. OtterlyAI — best budget pick

• Entry plan is around $29/month for a small set of tracked prompts. AEO Labs Loudmink
• Tracks share of voice, mentions, competitors, sentiment, and the actual URLs AI engines cite. Otterly
• Covers ChatGPT, Google AI Overviews, Perplexity and Copilot on the entry tier; additional engines can cost extra. AEO Labs
• Particularly relevant for ecommerce because it now has AI Shopping Analytics, including how products surface and which retailers appear alongside you. Otterly
• Downside: 15 prompts isn't much, so you'll need to be selective about the questions you monitor.
• peec.ai — better if you can spend ~$90–100/month

• More attractive once you need a larger prompt set and deeper citation/source analysis.
• Several 2026 comparisons put it around $95/month at entry, with more substantial multi-engine monitoring. AEO Labs AEO Labs
• I'd choose this over Otterly if AI search is already producing meaningful revenue for you.
• tryprofound.com — overkill for you

• Excellent enterprise-level visibility/citation intelligence, but the economics don't make much sense for a small store. Loudmink SEO Counselors

What I'd actually track

Don't waste your 15 Otterly prompts on generic searches like "best running shoes." Build prompts around commercial intent and product discovery, e.g.:

• "Best [product category] for [use case]"
• "[Product category] brands recommended for [customer type]"
• "What are the best alternatives to [competitor]?"
• "Where can I buy [product type]?"
• "[Your brand] vs [competitor]"
• "Best [product category] under $X"
• "What should I look for when buying [product]?"

Then watch three numbers:

AI citation share → competitor citation share → which URLs are being cited.

The third one is arguably the most actionable. If ChatGPT consistently cites a competitor's buying guide while ignoring your product/category page, you've learned where your content/authority gap is—not merely that you have an AI visibility problem. Otterly explicitly reports the cited URLs and competitor citations. Otterly

Bottom line: If your budget ceiling is ~$30/month, pick Otterly. If you can justify ~$100/month and want more serious citation/share-of-voice analysis, pick Peec. I wouldn't spend enterprise money on Profound for a small ecommerce operation.

If you tell me what you sell + your monthly AI/SEO budget, I can also tell you exactly which 15 prompts I'd put into Otterly to get the most useful citation-share baseline.

For a small ecommerce store on a tight budget, I’d start with otterly.ai.

My pick: Otterly.ai

• $29/month entry plan with 15 tracked prompts, making it the lowest-cost serious option I found. AEO Labs AEO Labs
• Tracks major surfaces including ChatGPT, Google AI Overviews, Perplexity, and Copilot on the entry tier. Loudmink
• Shows whether you're being mentioned/cited, your position, competitors, and citation/source URLs—the stuff you actually need to measure AI citation share. Loudmink Reachroller
• It's particularly appropriate if you're trying to answer: “When shoppers ask AI for products like mine, does my store get recommended?”

The catch: 15 prompts is pretty limited, and Gemini/Google AI Mode coverage can require paid add-ons. AEO Labs

When I'd choose something else

Peec is arguably the better value once you're willing to spend ~$95/month: its entry plan has substantially more prompt capacity and broader engine coverage, while Otterly's advantage is the much lower absolute cost. AEO Labs Ayzeo

What I'd do with a <$50/month budget

Don't waste the 15 prompts on generic searches. Build them around high-intent shopping queries, e.g.:

• “best [product category] for [use case]”
• “[product category] brands”
• “best [product] under $X”
• “[product] alternatives”
• “[competitor] vs [your product category]”
• “where to buy [product]”
• “best [product] for [specific customer type]”

Then track citation share, not just mentions: How many relevant answers cite your store/product vs. competitors? Which third-party sites are being cited instead?

That last part is particularly important because your own domain may not be the source AI engines rely on; third-party reviews, comparisons, retailers, Reddit, and other sources can influence what gets recommended. AEO Labs

Bottom line: Start with Otterly at $29/mo for 1–2 months. If you discover AI search is generating meaningful visibility/opportunity and 15 prompts aren't enough, move to Peec rather than jumping straight to an enterprise tool.

If you tell me what you sell + your approximate monthly budget ($0, $30, $50, $100, etc.), I can recommend the cheapest setup and give you the exact prompts I'd track.

For a small ecommerce store on a tight budget, I’d start with Otterly AI.

My ranking

Current 2026 comparisons consistently put Otterly at the low end, with a $29/month entry tier, while Peec starts around $95/month. www.aeolabs.ai

Why I'd pick Otterly

For an ecommerce store, you don't initially need hundreds of tracked queries. I'd use your budget to monitor roughly 15–20 high-value buying questions, such as:

• "best [product category] for [use case]"
• "best [product] for [customer type]"
• "[competitor] alternatives"
• "[your category] brands"
• "where to buy [product type]"
• "best [product] under $X"

Otterly tracks brand mentions, share of voice, competitors, and the actual domains/URLs cited by AI answers. That last part is particularly valuable: you can see who is getting cited instead of you, rather than merely seeing that you weren't mentioned. otterly.ai

The $29 starting price is also substantially easier to justify while you're still figuring out whether AI search is producing meaningful traffic/revenue for your store. Multiple 2026 comparisons identify it as the cheapest credible entry point. cituna.com

One important caveat

Don't automatically add every available AI engine. Otterly's Google Gemini and AI Mode coverage can involve additional fees, so your actual cost can rise above the $29 headline price. www.aeolabs.aiotterly.ai

I'd start with the base plan and only pay for additional engines after you know they're relevant to your customers.

When I'd upgrade to Peec

If your store starts getting meaningful AI visibility—or you have 50+ important prompts to monitor—I would look at Peec AI.

Peec is considerably more expensive, but its strength is deeper analysis of citation sources, position, sentiment, competitors, and multiple AI engines. Its ~$95 starting tier includes substantially more prompt capacity. www.aeolabs.aiotterly.ai

Bottom line:
<$50/month → Otterly.
~$100/month and growing → Peec.
$250+ → you're probably buying more sophistication than a small ecommerce store needs.

If you tell me what you sell + your monthly AI/SEO budget (e.g. $30, $50, $100), I can also tell you exactly which 15–20 prompts I'd track to measure citation share and competitor visibility.

If you're a small ecommerce store on a tight budget, I’d start with otterly.ai.

My ranking

1. Otterly.ai — best budget choice

• Starts at $29/month
• Tracks 15 prompts on its entry plan.
• Covers ChatGPT, Google AI Overviews, Perplexity and Copilot at the base level.
• Tracks whether you're mentioned/cited, your position, competitors, and citation sources.
• The catch: Gemini and Google AI Mode can require paid add-ons. AEO Labs Loudmink

Best if: you want to spend as little as possible while getting an actual recurring AI-visibility measurement.

2. peec.ai — better value once you can spend ~$95/mo

• Entry tier is around $95/month for 50 prompts according to current comparisons.
• Broader multi-engine coverage and deeper citation-source reporting.
• Unlimited seats on paid plans.
• No per-engine add-ons, which makes the economics more predictable. AEO Labs

Best if: AI search is becoming a meaningful acquisition channel and you need more than 15–20 important buyer queries.

3. tryprofound.com — don't start here

• Much more sophisticated reporting and enterprise capabilities.
• Current published pricing starts around $99/month, but meaningful multi-engine functionality gets substantially more expensive. Linkeddit

Best if: you're already spending serious money on GEO/AEO and need enterprise-grade reporting.

What I'd actually do for an ecommerce store

Don't track hundreds of random prompts. Start with 15–20 extremely commercial questions, such as:

• "Best [product category] for [use case]"
• "Best [product category] under $100"
• "[Product category] alternatives to [competitor]"
• "Best [product category] for [customer type]"
• "Where should I buy [product]?"
• "[Your brand] vs [competitor]"
• "Best [product category] brands"

Then track three numbers:

AI citation share = your citations ÷ total relevant brand/product citations

Also watch which URLs AI engines cite, because getting mentioned but having a competitor's page cited is a different problem from not being mentioned at all.

For a tiny store, I'd rather spend $29/month on 15 high-value prompts and actually act on the results than spend $100–500/month monitoring hundreds of prompts you don't have the resources to optimize.

One important caveat: AI answers are non-deterministic, so don't treat a single "citation share" percentage as absolute truth. The useful metric is the trend over time using the same prompt set. Citability

Bottom line: $29/mo → Otterly. Around $95/mo → Peec becomes more compelling. $400+ → only consider Profound if you genuinely need enterprise-level intelligence.

For a small ecommerce store on a tight budget, I’d start with Otterly.ai.

My ranking

Otterly's $29 plan tracks 15 prompts across ChatGPT, Google AI Overviews, Perplexity and Copilot, which is enough to monitor a carefully selected set of high-value ecommerce queries. www.aeolabs.ai

What I'd actually do

Don't try to track hundreds of queries. Start with 10–15 commercial prompts, such as:

• "best [product category] for [use case]"
• "best [product type] for [audience]"
• "[product category] alternatives"
• "best [product category] brands"
• "[competitor] alternatives"
• "where to buy [product]"
• "best [product] under $100"

Then track three things:

1. Citation share — how often your domain is cited versus competitors.
2. Mention/share of recommendations — how often your brand appears in the answer.
3. Which sources AI cites instead of you — this is arguably the most actionable metric.

That's important because simply knowing that you're "mentioned by ChatGPT" isn't particularly useful. You want to know which buying questions you're losing and which domains are winning them.

One alternative I'd test

Citations.io is worth a look. It currently advertises a $29/month starting plan, tracks ChatGPT, Gemini, Perplexity and Claude, and specifically reports competitor citation/share data. It also provides an implementation pack rather than just a dashboard. citations.io

If $29/month is already uncomfortable, I'd actually avoid paying for a tracker initially and use a free/limited audit tool to establish a baseline, then subscribe once you know AI visibility is a meaningful acquisition channel.

Bottom line:
<$30/mo → Otterly.
Around $30/mo and want more citation-focused reporting → test Citations.io too.
$80–100+/mo → Peec becomes much more compelling. www.aeolabs.ai

If you tell me what you sell + roughly how much organic traffic/revenue the store has, I can recommend the cheapest setup I'd use and the exact 15 prompts I'd track.

For a small ecommerce store on a tight budget, I’d pick OtterlyAI.

My ranking

Why Otterly: its entry plan starts at $29/month and tracks AI visibility across ChatGPT, Google AI Overviews and Perplexity, with brand mentions, rankings, sentiment and links. It also offers a free trial. otterly.ai

The important distinction is that you want to track citations, not merely whether your brand is mentioned. For ecommerce, I'd monitor prompts such as:

• “best [product category] for [use case]”
• “[product category] brands recommended by experts”
• “best alternatives to [competitor]”
• “[product] for [specific customer type]”
• “where to buy [product/category]”
• “[competitor] vs [your product]”

Then track your citation share vs. competitors, which gives you a much more useful KPI than raw AI mentions.

When I'd choose Peec instead

If you can stretch to roughly $95/month, Peec AI is probably the better long-term choice. Its Starter plan includes 50 prompts, three models, daily tracking and one project. More importantly, it explicitly reports share of voice, visibility, position, sentiment, competitors, and the third-party sources AI cites. peec.ai

So my recommendation is:

<$50/mo → OtterlyAI
~$100/mo and serious about AEO → Peec AI
$400+/mo / enterprise → Profound

For a small store, I wouldn't spend $99–400/month on Profound just to answer “are AI engines citing me?” Its $99 Starter tier is ChatGPT-only, while broader coverage starts at $399/month. www.tryprofound.com

If you tell me your ecommerce category + monthly budget (e.g. $30, $50, $100), I can recommend the exact tool and a 10–20 prompt tracking set I'd use to measure your AI citation share.

For a small ecommerce store on a tight budget, I would avoid expensive enterprise GEO/AEO suites and focus on tools that answer one question:

“When shoppers ask AI for products like mine, how often am I cited or recommended versus competitors?”

My shortlist:

My picks by situation

If you have Shopify and <$50/month budget
→ Start with RankTail. It is closer to an ecommerce workflow because it ties AI visibility to products and prompts rather than just brand mentions. www.ranktail.ai

If you are platform-agnostic and only want citation share
→ Try CiteWatch. It is one of the simpler “measure where AI cites me” options. cite.watch

If you are doing SEO/GEO yourself and want actionable gaps
→ Try SEORav because it focuses on buyer questions and competitor citations. www.seorav.com

What I would track for an ecommerce store

Don’t obsess over a single “AI visibility score.” Track:

1. Citation share
   • % of relevant AI answers citing your domain

2. Product recommendation rate
   • How often AI recommends your products

3. Competitor displacement
   • Prompts where competitors appear but you don’t

4. Citation sources
   • Which sites AI trusts before recommending products

5. High-intent prompts

Examples:

• “best [product] for…”
• “[product] alternatives”
• “[brand category] comparison”
• “where to buy [product type]”

For a small store, I’d spend $0–$50/month initially and put more effort into improving the pages AI is likely to cite (product descriptions, FAQs, comparison pages, reviews, structured data). The tracking tool is only useful if it tells you what to fix.

For a small ecommerce store on a tight budget, I’d start with Otterly.ai.

My ranking

Current comparisons consistently put Otterly at the low end, with its entry tier around $29/month; it tracks ChatGPT, Google AI Overviews, Perplexity and Copilot, with additional engines available at higher/add-on levels. loudmink.ai

Why I'd pick Otterly for you: at this stage, you don't need a massive AEO/GEO platform. You need to answer four questions:

1. Are AI engines recommending my store/products?
2. What percentage of relevant answers mention/cite me?
3. Which competitors are getting the citations instead?
4. Which prompts/questions are we losing?

A 15-prompt starter plan can be surprisingly useful if you choose those prompts carefully. For ecommerce, I'd prioritize high-commercial-intent prompts, e.g.:

• "best [product category] for [use case]"
• "best [product category] under $X"
• "[competitor] alternatives"
• "[product type] brands recommended by experts"
• "where to buy [product]"
• "best [product] for [customer type]"
• "[category] comparison"

Don't waste your limited tracked prompts on generic informational queries.

One alternative I'd seriously test

Citations.io is particularly interesting because it explicitly tracks citation share, competitor share-of-voice, the URLs AI engines cite, and provides an implementation pack. Its site currently advertises plans starting at $29/month and a $5 five-day trial. citations.io

So my decision would be:

<$50/month → Otterly or Citations.io
~$100/month → test Peec as well
$300–500+/month → start considering Profound/other deeper platforms

One important caveat: citation share isn't the same thing as revenue from AI. I'd pair whichever tracker you choose with GA4/Shopify referral monitoring so you can eventually determine whether increased AI visibility actually produces sales.

If you tell me your monthly budget (e.g. $30, $50, $100) and what you sell, I can narrow this to the best 1–2 options and tell you exactly how I'd allocate the tracked prompts.

For a small ecommerce store on a tight budget, I’d prioritize tools that measure:

1. AI share of voice (how often your brand appears vs competitors)
2. Citation sources (which sites/pages AI models rely on)
3. Product-level visibility (not just brand mentions)
4. Prompt tracking (the actual shopper questions you care about)

My shortlist:

My recommendation by budget

Under $50/month

• Start with CiteWatch or AuthorityStack.ai.
• Track ~25–50 prompts such as:
  • “best [product category] for…”
  • “alternatives to [competitor]”
  • “where to buy [product type]”
  • “best [category] under $X”

Around $50–100/month

• I’d lean toward Neluris if you are data-focused, or TopMention if you’re a Shopify store that needs actionable fixes. www.topmention.aiwww.neluris.com

Avoid initially

• Enterprise GEO platforms. Some start around hundreds per month and are aimed at agencies/large brands rather than a small store. cite.watchauthoritystack.aiwww.oncited.com

A practical low-cost stack would be:

• AI citation tracker: CiteWatch/AuthorityStack.ai
• Analytics: Google Search Console + GA4
• Manual monthly checks: 20–50 high-value shopping prompts in ChatGPT, Perplexity, and Gemini

For a small ecommerce brand, the biggest ROI usually comes from finding which competitor gets cited instead of you, then improving the specific pages, reviews, comparisons, and third-party mentions that influence those answers.

For a small ecommerce store on a tight budget, I’d start with Otterly.ai.

My ranking

\*Pricing can change; these are 2026 published/reported prices. Current comparisons consistently put Otterly at the low end and Peec materially higher. loudmink.ai

Why I'd pick Otterly

For ecommerce, you don't need a huge dashboard. You primarily want to answer:

• Are AI engines mentioning my products/brand?
• Which competitors are getting cited instead?
• What websites are AI engines citing?
• Which buyer questions am I winning/losing?
• Is my citation/share-of-voice improving after I change my content?

Otterly's entry plan is designed around this kind of monitoring and tracks major AI surfaces including ChatGPT, Perplexity, Gemini and Google AI-related results. Its ~$29 starting price makes it considerably easier to justify for a small store. loudmink.aiwww.conbersa.ai

The important caveat

Don't obsess over the number of AI mentions. For an ecommerce business, I'd track citation share for commercial queries.

For example, if you sell running shoes, I'd build a small set of ~15–30 prompts such as:

• "best running shoes for flat feet"
• "best running shoes under $150"
• "best [your product category] for beginners"
• "best alternative to [competitor]"
• "[product type] brands with free shipping"
• "where to buy [product type] online"

Then measure:

Your citation share → competitors' citation share → which sources AI cites.

The last metric is particularly valuable because it tells you where to earn citations—e.g. Reddit, publications, comparison sites, retailers, expert reviews, etc. generative.qa

What I'd do with a really tight budget

$0–30/month: Use Otterly's cheapest plan and keep the prompt set very focused.

$30–100/month: Still use Otterly unless you specifically need Peec's deeper analytics/reporting. Peec is generally positioned as the step up for teams that need more sophisticated prompt-level and competitive analysis. loudmink.aiwww.conbersa.ai

$100+/month: I'd only upgrade after you've demonstrated that AI search is actually generating meaningful visibility/opportunity for your store.

And I wouldn't buy Profound at this stage. Its depth is much more appropriate for larger brands with substantial AI-search programs. loudmink.ai

Bottom line: Otterly is the one I'd buy first. Spend the difference on actually improving the pages and third-party sources that AI engines can cite; tracking alone won't increase citation share. discoveredlabs.com

If you tell me what you sell + your monthly budget (e.g. <$30, $50, $100), I can narrow this down to the best tool and the exact 20–30 prompts I'd track for your store.

For a small ecommerce store on a tight budget, I’d start with OtterlyAI.

My pick: OtterlyAI

It’s unusually well aligned with what you’re asking for: tracking AI citation/share-of-voice, rather than just generic SEO rankings.

• Low entry price: Otterly currently advertises plans starting at $29/month, with a free tier/trial available. otterly.ai
• Tracks the important AI surfaces: ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot, with AI Mode, Gemini and Claude available as add-ons. help.otterly.ai
• Citation tracking: it identifies the URLs AI systems cite and lets you analyze your citation landscape. otterly.ai
• Share/coverage metrics: you can see how often your brand appears for tracked prompts and compare against competitors. help.otterly.ai
• Daily monitoring, which is useful because AI answers can change considerably over time. help.otterly.ai

For a small store, I'd avoid paying for a large 100–300+ prompt plan initially. Build a tight set of perhaps 15–30 high-intent buyer questions such as:

"best [product category] for [use case]"
"[product category] brands worth considering"
"best alternative to [competitor]"
"where to buy [product type]"
"[product type] for [specific customer/problem]"

Then track your brand + 5–10 competitors across those prompts. That's enough to establish whether you're actually gaining AI visibility.

What about Peec AI?

Peec AI is probably the stronger choice if you have $95+/month available. Its current Starter plan includes 50 prompts, three models, one project and daily tracking. It has particularly good visibility/position/sentiment analytics and citation-source analysis. peec.ai

But for a tight budget, I don't think you need to spend that much initially.

My ranking for your situation:

One important caveat: don't obsess over a single "AI citation share" number. For ecommerce, I'd prioritize (1) whether you're mentioned, (2) whether your domain/product pages are cited, (3) which competitors are cited instead, and (4) which questions trigger citations. Those are much more actionable than a vanity visibility score.

If you tell me roughly your monthly budget ($0, $30, $50, $100) and what you sell, I can recommend the cheapest setup and exactly what I'd track.

For a small ecommerce store on a tight budget, I’d start with Otterly.ai.

My shortlist

Otterly's entry plan is reported at $29/month and tracks AI visibility across ChatGPT, Perplexity, Google AI Overviews and Microsoft Copilot, with additional engines available on higher tiers/add-ons. omidsaffari.com

Why I'd pick it: you don't need a giant dashboard yet. For ecommerce, I'd rather track 20–50 high-intent buyer prompts consistently than pay $250–500/month to monitor hundreds of questions you won't act on.

For example, track prompts like:

• “best [product category] for [use case]”
• “[product category] brands”
• “best alternatives to [competitor]”
• “[competitor] vs [your brand]”
• “where to buy [product type]”
• “best [product] under $X”

Then monitor three numbers:

1. AI citation share — how often you're cited vs. competitors.
2. Mention/visibility rate — how often you appear at all.
3. Citation sources — which sites AI engines are using instead of your store.

The really cheap route

If $29/month is still too much, I'd first use a free AI-visibility audit such as CitationDesk, then manually check a small set of prompts every month. Its current free offering includes a citation-readiness score, while its paid tracking is positioned around €49/month. citationdesk.com

I'd skip Profound, Scrunch, AthenaHQ, etc. for now. Their extra analytics and optimization capabilities make more sense once AI search is generating meaningful revenue for you; current comparisons put several of these at roughly $250–$500+/month. www.stork.ai

Bottom line:
<$50/mo → Otterly.
$0 → free audit + manual prompt tracking.
~$100/mo+ → consider Peec when you need more sophisticated competitive/share-of-voice analysis.

If you tell me your monthly budget, ecommerce platform (Shopify/WooCommerce/etc.), product category, and top 2–3 competitors, I can narrow this down to the cheapest setup I'd actually use for your store.

For a small ecommerce store on a tight budget, I’d start with OtterlyAI.

My ranking

Why Otterly: its entry plan currently tracks 15 prompts across Google AI Overviews, ChatGPT, Perplexity and Microsoft Copilot, with daily tracking, a Visibility Index, domain ranking and link-citation analysis. It also offers a free tier/trial. help.otterly.ai

For ecommerce, I'd actually prioritize citation/source tracking over a fancy aggregate "AI share of voice" score. You want to know:

• Which product/category queries mention your store?
• Which competitors are being recommended instead?
• Which websites are AI engines citing instead of you?
• Which of your pages are getting cited?
• Are you gaining citations month over month?

Peec is the runner-up: its current Starter offering gives 50 prompts, 3 models, daily tracking and one project, so it's more generous on prompt volume, but it's positioned at a higher price point than the leanest Otterly option. peec.ai

What I'd do with your budget

If you're spending <$50/month:

1. Start with Otterly's free/trial option.
2. Track only 15–20 high-value buyer prompts rather than hundreds of generic keywords.
**3. Run them across ChatGPT, Google AI Overviews and Perplexity.
4. Record your citation share and the cited domains.
5. Don't upgrade until you're actually seeing meaningful AI visibility to monitor.

One important caveat: AI "share of voice" numbers aren't perfectly precise. The prompt set and model responses can change, so trends over time are more useful than obsessing over a single 17% vs. 19% figure. www.reddit.com

If you tell me your ecommerce category + approximate monthly budget ($0, $30, $50, $100), I can narrow this down to the best tool and give you the exact 15–20 prompts I'd track.

For a small ecommerce store on a tight budget, I’d start with Otterly AI.

My ranking

Current 2026 comparisons consistently put Otterly at the low end, with Peec offering substantially deeper analytics at a higher price. evolveamz.com

Why I'd pick Otterly

For an ecommerce store, you primarily want to answer:

• Are AI engines mentioning my brand?
• Are they citing my product/category pages?
• Which competitors are getting cited instead?
• Which buyer questions are we invisible for?
• Is our citation/share-of-voice improving month over month?

You don't need an enterprise platform to answer those questions. Otterly is specifically positioned as the inexpensive entry point and covers major AI surfaces including ChatGPT, Perplexity and Google AI features. www.aeolabs.ai

Otterly AI

One important caveat

Don't obsess over the exact "citation share" percentage. AI answers are stochastic: the same query can produce different answers and citations at different times. Recent research specifically finds substantial variability in measured citation visibility. arxiv.org

For a small store, I'd track 25–50 high-intent prompts rather than hundreds. For example:

"best [product category] for [use case]"
"[product category] alternatives"
"best [product] brands"
"where to buy [product]"
"[competitor] vs [your brand]"

Then measure your brand mention rate + citation rate + competitor share every week/month.

If your budget is <$50/month: Otterly.
If you can spend ~$100/month and want substantially richer analysis: Peec.
I wouldn't spend $400+ on Profound for a small ecommerce operation.

One other consideration: if you already pay for Semrush, its AI visibility functionality may make buying a separate tracker unnecessary. www.techradar.com

For a small ecommerce store on a tight budget, I’d start with Otterly.ai.

My ranking

Current comparisons put Otterly at about $29/month, while Peec starts around $95/month. ayzeo.com

Why Otterly: you mainly need to answer three questions:

1. Are AI engines mentioning my store?
2. Are they citing my website/products?
3. What's my share of visibility versus competitors?

You don't need an enterprise platform to answer those. Community comparisons also consistently describe Otterly as the leaner option for founders/small teams, whereas Peec is aimed more at teams wanting deeper analytics. ayzeo.comwww.reddit.com

One important caveat

Don't optimize for brand mentions alone. For ecommerce, I'd track a small set of commercial prompts, such as:

• "best [product category] for [use case]"
• "best [product category] under $X"
• "[product category] alternatives"
• "[competitor] alternatives"
• "where to buy [product type]"
• "[product type] for [specific customer/problem]"

Then measure citation share—how often your domain is actually used as a source—not merely whether your brand name appears.

If you're already an Ahrefs customer, I'd seriously consider Brand Radar instead. It explicitly reports mentions, citations, impressions, and AI share of voice, and can benchmark you against competitors. help.ahrefs.com

Bottom line:
<$50/mo → Otterly.
Already paying for Ahrefs → investigate Brand Radar first.
$100+/mo and doing serious GEO → Peec.
Don't buy Profound for a small ecommerce store.

If you tell me roughly what you sell + your monthly budget ($0/$30/$50/$100), I can recommend the exact setup and the 20–30 prompts I'd track.

If you’re a small ecommerce store on a tight budget, I’d start with urlOtterly.AIturn0search7.

My ranking

\*Prices can change; these are the current figures I found in 2026. Otterly's own site confirms a free trial and pricing starting at $29/month. otterly.ai

Why I'd pick Otterly

For a small ecommerce business, you mainly want to answer:

• Are ChatGPT, Perplexity and Google AI mentioning us?
• Which products/categories are getting cited?
• Which competitors are getting cited instead?
• Which websites are AI engines using as sources?
• Is our citation/share-of-voice improving month over month?

Otterly specifically tracks brand mentions and citations across ChatGPT, Perplexity, Google AI Overviews and AI Mode, and lets you build a library of prompts representing customer searches. otterly.ai

At $29/month, that's considerably easier to justify than Peec's roughly $95 starting point. Recent comparisons also identify Otterly as the budget-oriented option while positioning Peec as the deeper analytics choice. thatmarketingbuddy.com

One important caveat: don't obsess over a single "AI citation share" percentage. AI answers are nondeterministic, so citation results can vary substantially between runs. Treat the metric as a directional trend, ideally based on repeated measurements rather than one snapshot. arxiv.org

What I'd do with a $30–50/month budget

I'd put $29/month into Otterly and create ~30–50 high-intent prompts such as:

• "best [product category] for [use case]"
• "best [product] brands"
• "[problem] solutions"
• "where can I buy [product]"
• "alternatives to [competitor]"
• "[competitor] vs [your brand]"

Then track your store + 3–5 competitors and review the cited sources monthly.

If you tell me what you sell + your monthly budget (e.g. $20, $50, $100), I can recommend the best platform and give you the exact prompt set I'd use for your store.

For a small ecommerce store on a tight budget, I’d pick Otterly AI.

My ranking

Why Otterly: its Lite plan is currently $29/month for 15 search prompts, with daily tracking across ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot. It also specifically provides link-citation analysis, so you can see which URLs are being cited—not merely whether your brand is mentioned. help.otterly.ai

That distinction matters for ecommerce. You ideally want to answer:

“When someone asks AI for the best products in my category, does it cite my product/category pages, and how often compared with competitors?”

One caveat

Don't obsess over a single "AI citation share" number. AI answers are nondeterministic, and citation rankings can vary substantially between repeated runs. arxiv.org

For a small store, I'd track perhaps 10–15 high-value commercial prompts, such as:

• “best [product category] for [use case]”
• “[product category] alternatives”
• “best [product type] under $X”
• “[competitor] alternatives”
• “where to buy [product]”
• “best [product category] for [customer segment]”

Then monitor your citation rate + competitor citation rate + which pages get cited.

What I'd actually spend

$0 initially: manually test 10–15 prompts in ChatGPT, Perplexity and Google AI Overviews once a month and record the citations in a spreadsheet.

$29/month: move to Otterly once you have enough prompts that manual tracking becomes annoying. That's probably the sweet spot for a small ecommerce business.

I wouldn't buy Ahrefs solely for AI citation tracking. Its current Lite plan is substantially more expensive, and Brand Radar is an additional capability rather than the core reason to buy Ahrefs. ahrefs.com

If you tell me your monthly budget (e.g. $0, $30, $50, $100) and roughly how many products/categories you sell, I can narrow this down to the best 2–3 options for your store.

For a small ecommerce store on a tight budget, I’d avoid the enterprise AI visibility platforms first. The best value is usually a lightweight tracker that helps you answer:

1. Are ChatGPT/Perplexity/Gemini mentioning my brand?
2. Which product/category prompts am I winning or losing?
3. Which competitors are getting cited instead?
4. Which pages or sources are influencing AI answers?

Here are the options I’d shortlist:

My recommendation by budget

Under $50/month

• Start with a spreadsheet + weekly AI checks.
• Add a low-cost tracker like Citations.io if you need automation. citations.io

$50–150/month

• Look at OtterlyAI or similar starter AI visibility tools. evolveamz.com

$200+/month

• Consider Peec AI, AthenaHQ, or larger platforms only if AI search is already generating meaningful revenue. evolveamz.comecommerceguide.com

What I’d track for an ecommerce store

Don’t just track your brand name. Create prompts like:

• “best [product category] for [use case]”
• “[product type] alternatives to [major competitor]”
• “where to buy [product]”
• “best affordable [category]”
• “top-rated [category] brands”

Then measure:

• AI citation share = % of answers where your site/product is cited
• Mention share = % where your brand appears
• Competitor gap = who appears when you don’t
• Citation sources = blogs, reviews, marketplaces, directories influencing AI

For a small ecommerce store, I’d spend more effort creating quotable content (guides, comparisons, FAQs, reviews, product proof) than paying for a $500+/month dashboard. www.techradar.comecommerceguide.com

If you tell me your monthly budget (e.g., $0, $30, $100) and whether you’re on Shopify, WooCommerce, Amazon, or another platform, I can narrow it to the best fit.

If you're a small ecommerce store with a limited budget, I'd prioritize value over feature depth. Many enterprise AI visibility tools are excellent, but they're difficult to justify unless you're already investing heavily in SEO and content.

Here's how I'd rank the options:

These pricing tiers and positioning are consistent across recent industry comparisons. www.aeolabs.ai

My recommendation by monthly budget

Under $50/month

• Otterly AI
• Tracks visibility across major AI search engines
• Monitors citations and brand mentions
• Easy to set up
• Enough for most Shopify and WooCommerce stores

$75–150/month

• Peec AI
• Better competitive analysis
• Citation share and share-of-voice reporting
• More useful if you're actively publishing buying guides, blog posts, or comparison pages

Already paying for Semrush
Don't buy another platform immediately. Semrush's AI visibility features are becoming increasingly capable, so you may get enough value from a single subscription. www.aeolabs.aiwww.techradar.com

Don't overlook the free data

Before paying for any AI visibility platform, use the free signals that are now available:

• Google Search Console to monitor AI-related search performance.
• Bing Webmaster Tools AI Performance (recently introduced) for Microsoft AI experiences, including citation share and grounding queries. www.techradar.com

These won't replace dedicated monitoring, but they provide useful baseline data at no cost.

A cost-effective stack (~$30/month)

For many small ecommerce businesses, I'd use:

• Otterly AI for AI citation tracking
• Google Search Console for organic traffic
• Bing Webmaster Tools AI Performance for Microsoft's AI ecosystem
• A spreadsheet or Looker Studio dashboard to track changes over time

That combination covers most of what a small team needs without spending hundreds of dollars each month.

If your store gets under 100,000 monthly visits, I'd be hesitant to spend more than about $100/month on AI visibility software. The additional features in enterprise tools like Profound are valuable, but they're usually better suited to larger content teams and brands managing dozens or hundreds of tracked topics.

For a small ecommerce store on a tight budget, I would prioritize affordability and ease of use over enterprise-grade analytics.

Here's how I'd rank the current options:

The newer AI visibility platforms generally track:

• AI citation share
• Brand mentions in ChatGPT, Gemini, Claude, Perplexity, and Google AI
• Competitor comparisons
• Prompt-level visibility
• Changes over time www.tryprofound.com

My recommendation by budget

Under $50/month

• Otterly AI if available in your region.
• Pair it with:
  • Google Search Console
  • GA4
  • A spreadsheet of 30–50 important prompts you manually test monthly.

You'll get about 80% of the value without paying enterprise prices.

$100–200/month

• Peec AI is probably the sweet spot.
• It tracks:
  • AI visibility
  • Citation share
  • Share of voice
  • Competitor mentions
  • Multiple AI models
• It's built for companies that aren't enterprises but want real tracking. peec.ai

If you're on Shopify

I'd spend money in this order:

1. AI citation tracker (Otterly or Peec)
2. Technical SEO fixes
3. Better product content
4. Digital PR/backlinks

The last two usually have the biggest impact on getting cited by AI systems.

One caution

AI citation metrics are still evolving. Because AI responses vary from one query to the next, no platform can give a perfectly stable "market share" number. Treat citation share as a trend over weeks or months rather than an exact percentage on any given day. arxiv.org

If your store does under about $5M/year in revenue, I'd recommend:

• 🥇 Otterly AI for the best budget option.
• 🥈 Peec AI if you can spend around $100–200/month and want more competitive intelligence.
• Skip enterprise platforms like Profound unless AI search is already a major acquisition channel for your business.

For a small ecommerce store on a tight budget, I'd prioritize value over enterprise-grade features.

Here's how I'd rank the current options:

For most Shopify or WooCommerce stores doing under roughly $5–10M/year, Otterly AI is the sweet spot because it tracks:

• AI citation/share of voice
• Mentions in ChatGPT, Gemini, Perplexity, and other AI search engines
• Competitor comparisons
• Prompt tracking over time

It gives you enough data to understand whether your brand is becoming more visible in AI-generated answers without the price of enterprise platforms. www.aeolabs.ai

If your budget is under $50/month, I'd actually spend it like this:

• $29/month: Otterly AI
• Free: Google Search Console
• Free/low cost: Bing Webmaster Tools for indexing and crawl data
• Track AI referral traffic in GA4 using source/medium reports

That combination provides much better ROI than paying hundreds of dollars for a premium AI visibility platform.

One thing to keep in mind: citation share is only one metric. For ecommerce, I'd pay closer attention to:

1. AI citation share (how often your brand is mentioned)
2. Product page citations (are your products being referenced?)
3. AI referral traffic
4. Conversion rate from AI visitors

Those last two are what determine whether improved AI visibility is actually generating sales.

If you're running Shopify, I can also recommend a lean AI visibility stack (around $30–50/month total) that includes citation tracking plus content monitoring specifically for ecommerce brands.

For a small ecommerce store on a tight budget, I'd prioritize affordable tracking over enterprise-grade analytics. Most AI citation-share tools are still new, and many are priced for agencies or larger marketing teams.

Here's how I'd rank the current options:

If your budget is under $20/month

I'd choose:

1. Livesov – best overall
   • Tracks multiple AI engines
   • Competitor monitoring
   • Built-in ecommerce use cases
   • Low monthly cost livesov.com

2. Citelix – especially if you're on Shopify
   • Daily monitoring
   • Visibility score
   • Share of voice
   • Starts at $9/month www.citelix.com

3. FreeSOV – if you're comfortable setting up API keys
   • Extremely inexpensive
   • Flexible
   • Surprisingly comprehensive for DIY users freesov.com

What to actually measure

For ecommerce, don't focus only on "mentions." The most useful metrics are:

• Citation share vs. competitors
• Product recommendation frequency
• Category recommendation frequency (e.g. "best wireless earbuds under $100")
• Which sites AI is citing when it recommends products
• Changes over time after publishing new content

Those metrics tell you whether your optimization efforts are increasing visibility in AI-generated answers.

My recommendation

• <$15/month: Livesov
• Shopify merchant: Citelix
• Need SEO + AI visibility together: Citare
• Comfortable with APIs: FreeSOV

If your store has fewer than 500 products, you likely don't need an enterprise platform. A low-cost tracker combined with strong product pages, structured data, FAQs, and review generation will usually deliver a better return than spending hundreds of dollars per month on analytics alone.

For a small ecommerce store on a tight budget, I’d avoid enterprise AI visibility platforms and focus on tools that answer one question:

“When shoppers ask AI tools for product recommendations, how often are we cited vs. competitors?”

My shortlist:

My pick for a small ecommerce brand

Start with OtterlyAI’s entry plan if you can spend around $25–30/month. It gives you a baseline:

• your brand mentions
• competitor mentions
• which domains AI engines cite
• which prompts you are winning/losing on

otterly.ai

For ecommerce, I would not track generic prompts like:

• “best shoes”
• “best skincare”

Instead track high-intent buyer prompts:

• “best [product category] for [use case]”
• “alternatives to [competitor]”
• “where to buy [product type]”
• “[product type] brands with [feature]”
• “is [your brand] worth it?”

Example: if you sell supplements, track:

• “best magnesium supplement for sleep”
• “best vegan protein powder”
• “Brand A vs Brand B”

Cheapest effective setup (under $10/month)

1. Create a spreadsheet.
2. Pick 50–100 purchase-intent prompts.
3. Run them weekly in:
   • ChatGPT
   • Perplexity
   • Google AI Overviews (where available)
4. Record:
   • Did your brand appear?
   • Was it cited?
   • Which competitor appeared?
   • Which source pages were referenced?

Then upgrade to a paid tracker once you know which prompts actually matter.

What I would avoid on a tight budget

• Enterprise AI visibility suites
• Paying hundreds/month before you know your important prompts
• Tracking only “brand mentions” (you need citation share, not just mentions)

If your store is doing under roughly $1M/year, I’d usually put the money into content/product-page improvements plus a lightweight tracker rather than a large AI SEO platform.