ChatGPT answers, unedited

For a startup with little/no dev support and a limited budget, you want an AI visibility / LLM monitoring tool (sometimes called AEO or GEO monitoring) rather than a traditional brand-monitoring tool. These tools periodically ask AI assistants questions and track whether your brand appears, how it is described, and whether competitors are replacing you. www.crawloria.comnightwatch.io

My shortlist:

My recommendation by budget:

<$50/month

• Start with a lightweight tracker (for example Peec AI, Rankscale, or similar).
• Track:
  • 20–50 customer questions (“best X for Y”, “alternatives to Z”, “X vs Y”)
  • your brand name
  • 5–10 competitors
  • whether you appear in the top recommendations
  • sentiment/accuracy

$50–250/month

• Move to a tool with:
  • competitor share-of-voice
  • citation/source tracking
  • Slack/email alerts
  • historical trends

Avoid initially

• Enterprise AEO suites. They can be useful, but many are built for marketing teams with dedicated owners rather than a founder wearing multiple hats. www.crawloria.comauthoritytech.io

A practical startup setup:

1. Pick your top 25 buyer prompts.
2. Run them weekly across ChatGPT, Claude, Gemini, and Perplexity.
3. Alert on:
   • “brand disappeared”
   • competitor overtook you
   • inaccurate product claims
   • wrong pricing/features
4. Fix the sources AI systems rely on (website pages, docs, reviews, comparison pages).

If you tell me your monthly budget (e.g., free / <$50 / $100+), B2B vs B2C, and whether you care more about alerts or improving rankings in AI answers, I can narrow it to 1–2 choices.

If you’re a startup with no developer resources, I’d start with Otterly AI.

My shortlist

\*Pricing and included AI engines can change; current 2026 comparisons put Otterly clearly at the budget end. www.aeolabs.ai

Why Otterly: you define the questions your potential customers might ask—e.g. “best accounting software for startups” or “alternatives to [competitor]”—and it periodically runs those prompts against AI search/answer engines and reports whether your brand appears, what position it gets, competitors mentioned, and which sites are being cited. otterly.ai

It covers major surfaces including ChatGPT, Perplexity, Google AI Overviews and Copilot, with additional engines available depending on the plan/add-ons. www.aeolabs.aiotterly.ai

What I'd do on a shoestring

Start with 15–20 high-value prompts, not hundreds. Track:

• Your brand/product mentions
• Competitor mentions
• Whether the answer recommends you
• Sentiment/context
• Which websites AI is citing instead of you
• Changes over time

That gives you a useful “Are AI assistants recommending us?” dashboard without hiring a developer or building an API integration.

One important caveat: these tools monitor AI answers; they don't magically make assistants mention you. If you have zero people/resources for SEO/content/PR, I'd spend the first month learning why you're absent before paying for a more expensive platform. loudmink.ai

Bottom line: Otterly first. At ~$29/month, it's a much more sensible startup experiment than jumping straight to Peec or Profound.

If you tell me your monthly budget (e.g. $0, $30, $100) and what kind of product you sell, I can narrow it down to the best 2–3 options.

For a startup with no dev resources, I’d avoid anything that requires building your own monitoring pipeline. You want a no-code AI visibility / AEO (Answer Engine Optimization) tracker that periodically asks AI assistants customer-like questions and alerts you when your brand appears (or disappears). tracemetry.com

My shortlist:

A few specifics:

• Lowest-cost path: Prism looks aimed at small teams, with AI monitoring starting around $19/month according to its site. It tracks prompts across ChatGPT, Claude, Gemini, and Perplexity and reports mentions, position, sentiment, and competitors. www.searchprism.iovisimatrix.com
• Easiest “try before paying”: VisiMatrix offers a free starting option and tracks mentions/recommendations/citations across multiple AI assistants. visimatrix.com
• More marketing-team oriented: MentionHQ focuses on visibility scores, model coverage, sentiment, and competitor tracking. www.mentionhq.com
• If you already pay for SEO tooling: Ahrefs has an AI Visibility Checker for snapshots, while its broader AI visibility features are more enterprise-oriented. ahrefs.com

For a bootstrapped startup, I’d set up:

1. Track 20–50 prompts your buyers actually ask, e.g.:
   • “best [category] tools for startups”
   • “[competitor] alternatives”
   • “what is the best software for [problem]”
   • “compare X vs Y”
2. Monitor:
   • whether you’re mentioned
   • your position in the answer
   • competitors mentioned instead
   • citations/sources AI uses
3. Get a weekly email/Slack-style report rather than obsessing over every mention.

One caveat: AI assistants don’t expose a universal “brand mention feed,” so these tools generally work by running representative prompts and analyzing the answers rather than capturing every real user conversation. tracemetry.com

If you’re pre-seed/bootstrapped, I’d start with Prism or VisiMatrix, spend <$50/month, and only move to heavier tools once AI referrals are becoming a meaningful acquisition channel. www.searchprism.iovisimatrix.com

If you're bootstrapped, non-technical, and mainly want alerts when AI assistants mention/recommend your brand, I’d start with Prism or PublicMentions rather than a big enterprise GEO platform.

My pick: Prism. It starts at $19/month, requires no engineering, and runs your chosen customer questions across ChatGPT, Claude, Gemini and Perplexity daily. It tells you whether your brand appeared, where it appeared, what it said, competitors mentioned alongside you, and which pages were cited. www.searchprism.io

Prism — AI visibility monitoring

If by "alert me" you specifically mean "send me a Slack notification whenever something changes", I'd look at Spottlo. Its $39/month plan explicitly includes Slack movement alerts and weekly rescans. spottlo.comwww.searchprism.io

Spottlo

If you want one tool covering AI assistants + traditional web/social/news mentions, PublicMentions is compelling at $39/month and says it requires no tag manager or engineering. www.publicmentions.comwww.searchprism.io

PublicMentions

What I'd do on a startup budget

Don't pay for an enterprise "GEO" platform yet. Set up ~10–20 prompts that represent real buying questions, such as:

• "What are the best [category] tools for startups?"
• "What should I use instead of [competitor]?"
• "Best [category] for a company with 10 employees"
• "Compare [your product] vs [competitor]"
• "What is the best [product category] for [use case]?"

Then monitor mention rate + position + sentiment + competitors + citations. That's much more actionable than simply counting your company's name.

Bottom line: Prism at $19/mo if you want the cheapest serious option; Spottlo at $39/mo if Slack alerts are the priority; PublicMentions at $39/mo if you also want conventional web/social listening. www.searchprism.io

If you're bootstrapped and have no developers, I’d start with OtterlyAI.

Why OtterlyAI is my pick

• $29/month starting price, aimed specifically at solo marketers and small teams. otterly.aihelp.otterly.ai
• You create the questions your prospects might ask AI—e.g. “What are the best [product category] tools for startups?”
• It automatically checks ChatGPT, Perplexity, Google AI Overviews and Microsoft Copilot daily on the entry plan. otterly.aihelp.otterly.ai
• It tells you whether your brand was mentioned, how prominently it appeared, and whether your site was cited. otterly.ai
• No development work required; it's essentially set up → add prompts → let it monitor.
• There's a free trial with no credit card required, so you can validate whether it gives you useful signals before spending money. otterly.ai

The alternative I'd consider

Peec AI is more sophisticated if you want AI-search analytics rather than just monitoring. Its Starter plan tracks 50 prompts across 3 models with daily tracking, but it starts around $95/month, so I'd consider it once AI visibility becomes an important marketing channel. peec.ai

One important distinction: these tools don't literally monitor every conversation an AI assistant has. You give them a library of representative prompts, and they repeatedly query the AI engines to measure whether your brand appears. That's actually the useful approach for marketing because you can monitor the questions your potential customers are likely to ask. help.otterly.ai

My recommendation: spend the $29/month on OtterlyAI, start with 10–15 high-intent prompts, and monitor it for a month. Don't buy an expensive GEO platform until you've established that AI visibility is actually producing meaningful traffic/leads for you.

If you’re bootstrapped and have zero developer resources, I’d start with OtterlyAI.

My ranking for your situation

Why Otterly wins: its $29/month Lite plan gives you 15 tracked search prompts, daily tracking, and monitoring across ChatGPT, Perplexity, Google AI Overviews and Microsoft Copilot. It also has a 7-day free trial with no credit card. otterly.aiotterly.ai

The important distinction is that these tools don't literally listen to every AI conversation happening worldwide. Instead, you give them prompts such as:

• “What are the best [category] tools?”
• “What is the best alternative to [competitor]?”
• “What products are good for [use case]?”
• “Which [category] companies should I consider?”

They repeatedly run those searches and tell you when your brand/product appears, where it ranks, what the AI says about it, and which sites it cites. Otterly explicitly supports this prompt-based monitoring model. otterly.ai

What I'd do on a startup budget

Start with 15 carefully chosen prompts rather than trying to monitor everything. Spend the $29/month, or use the trial, and monitor:

5 × category searches
“best [category] software”

5 × problem/use-case searches
“how do I [problem your product solves]?”

5 × competitor/alternative searches
“best alternatives to [competitor]”

Then check weekly:

1. Are we being mentioned?
2. Are we being recommended or merely mentioned?
3. Which competitors appear instead?
4. What sources/citations are influencing the answer?
5. Is the AI describing our product accurately?

If you want one recommendation: OtterlyAI. It's the closest match to “I have $30/month, no engineers, and I just want to know when AI starts talking about my company.” otterly.ai

If you tell me your brand/product + category, I can also suggest the 15 exact prompts I'd put into the monitor to get the most useful signal for a startup.

If you’re a startup with no developers and a tight budget, I’d start with Otterly.ai.

It’s essentially an “AI brand mention tracker”: you define the questions your prospects might ask, and it periodically checks AI answers to see whether your brand/product appears, how it’s described, and which competitors are mentioned instead. It covers ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude. otterly.aialignify.co

My shortlist

\*Pricing changes frequently; these are current 2026 published figures. loudmink.ai

What I'd actually do

Start with Otterly's $29/month tier and create maybe 10–15 high-intent prompts, such as:

• “What are the best [product category] tools for startups?”
• “[Competitor] alternatives”
• “Best [category] for [your target customer]”
• “What tools can I use to [job your product does]?”
• “Compare [your product] vs [competitor]”
• “What is the best [category] for [specific use case]?”

Then monitor:

1. Are we mentioned?
2. Where do we rank among recommendations?
3. Is the description accurate/positive?
4. Who gets mentioned instead?
5. What websites/sources are AI assistants citing?

That's much more useful than simply tracking your brand name. These platforms are generally monitoring answers to buyer questions, rather than conventional web mentions. otterly.aialignify.co

One important caveat: these tools mostly measure AI visibility; they don't magically improve it. If you're looking for something that also tells a non-technical founder what to do next to get ChatGPT/Perplexity to mention you more, that's a different buying decision. loudmink.ai

If you tell me your monthly budget ($0 / <$50 / $100 / $250+) and what your product does, I can narrow this to the one tool I'd buy and the exact prompts I'd monitor.

For a startup with no dev resources, you want a no-code AI visibility monitoring tool (often called GEO/AEO tracking). These tools periodically ask AI assistants customer-style questions and alert you when your brand appears, disappears, or loses to competitors. intendity.comnightwatch.io

My shortlist:

For a lean startup, I’d do this:

1. Pick 20–50 questions buyers would actually ask AI, such as:
   • “What is the best [category] tool for startups?”
   • “Alternatives to [competitor]”
   • “Best software for [use case]”
2. Track:
   • whether you are mentioned
   • where you rank in the answer
   • which competitors appear instead
   • which websites AI cites
3. Run it weekly or daily depending on budget.

My ranking for your situation:

• <$50/month: Prism or a similar lightweight tracker www.searchprism.io
• B2B SaaS trying to win AI recommendations: AskRank appsupply.dev
• You want a marketing person (not engineer) to own it: Intendity intendity.com

One caveat: these tools generally don’t “listen” to every private ChatGPT conversation. They measure visibility by running controlled prompts against AI systems and analyzing the responses, which is the practical way to monitor AI recommendations today. www.mentionhq.com

If you tell me your budget ($0, <$50/mo, <$200/mo) and whether you’re B2B SaaS, ecommerce, app, or local business, I can narrow it to one choice.

For a startup budget with no developers, you want a no-code AI visibility monitoring tool (often called AI brand monitoring, AI visibility tracking, or GEO/AEO tracking). These tools periodically ask AI assistants questions your customers might ask, then alert you when your brand appears, disappears, or is outranked by competitors. tracemetry.comwww.mentionhq.com

My shortlist:

What I’d do on a startup budget:

1. Run a free baseline scan first
   • Put in your brand name.
   • Check:
     • “best [category] tools”
     • “alternatives to [competitor]”
     • “[your brand] reviews”
     • “what is the best [problem you solve]”

2. Pick 20–50 customer questions and monitor those weekly.
   • Don’t just track “does ChatGPT mention us?”
   • Track buying-intent prompts where recommendations happen.

3. Start with Prism or a similar low-cost tracker if you need automated alerts. searchprism.io

4. Only move to enterprise tools later when you need:
   • hundreds of prompts,
   • competitor benchmarking,
   • agency reporting,
   • multiple products/markets.

One caveat: these tools generally don’t “listen” to every private ChatGPT conversation (that data isn’t available). They usually simulate or monitor selected prompts and analyze AI-generated answers, so you’re measuring visibility, not a complete feed of every mention. tracemetry.com

For a lean SaaS/startup, I’d budget roughly $0–$50/month initially and spend more effort improving the sources AI systems rely on (reviews, docs, comparison pages, third-party mentions) than buying a big monitoring suite. ahrefs.com

If you’re bootstrapped and have zero developer resources, I’d start with OtterlyAI.

My shortlist

\*Current published pricing; verify before purchasing because plans can change. otterly.aipeec.ai

Why I'd pick OtterlyAI

You don't really want a generic "social listening" tool. You want something that repeatedly asks AI systems questions your prospects might ask and tells you:

• Did the AI mention our brand?
• Which competitors did it mention instead?
• How often are we appearing?
• What does the AI say about us?
• Which websites/content are being cited in the answer?
• Are we gaining or losing visibility over time?

OtterlyAI specifically supports prompt monitoring and brand reports, including brand mentions, coverage, citations and competitive visibility. It monitors multiple AI search experiences rather than requiring you to build your own API-based monitoring system. otterly.ai

Its published starting price is $29/month, with a free trial, which makes it unusually well suited to a startup budget. otterly.ai

One important distinction

These tools generally don't literally listen to every private ChatGPT conversation happening on the internet. Instead, they create/monitor a set of representative prompts such as:

"What's the best [product category] for startups?"

"What are alternatives to [competitor]?"

"Which [category] tools should I consider?"

They then run those prompts against AI engines and measure whether/how your brand appears. Otterly describes this exact prompt-monitoring approach. otterly.ai

So for a startup, I'd spend your first $29 on ~15–30 extremely high-value prompts, rather than trying to monitor hundreds.

Bottom line: OtterlyAI for <$50/month is where I'd start. If AI visibility becomes a serious acquisition channel and you need deeper analytics, graduate to Peec AI or Profound. otterly.aipeec.ai

If you tell me what your product/brand does, I can also suggest the 10–20 exact prompts I'd put into the tracker to catch the AI recommendations that actually matter for your business.

If you’re a startup with little/no dev capacity, I’d start with Otterly.AI.

It’s essentially a lightweight “Google Alerts for AI answers”: you define the questions your customers might ask, and it monitors whether your brand/product appears in answers across ChatGPT, Perplexity, Gemini, Google AI Overviews/AI Mode, Copilot and Claude. It also shows competitors and citations. otterly.ai

My shortlist

Current comparisons put Otterly at the low end of the category, around $29/month, while more serious multi-engine platforms can quickly reach hundreds per month. www.xseek.io

What I'd actually do

For a startup, don't start by trying to monitor every possible mention of your company. Create ~20–50 prompts representing your buying journey, such as:

• “Best [category] tools for startups”
• “[Competitor] alternatives”
• “Best [category] for [specific use case]”
• “What is the best [product type] for a company with 10 employees?”
• “Compare [your product] vs [competitor]”
• “Is [your product] worth it?”
• “[Your product] reviews”
• “[Your product] pricing”

Then have Otterly run those regularly. You'll learn whether AI recommends you, which competitors beat you, what sources AI relies on, and how your visibility changes over time. otterly.ai

One important distinction: these tools don't literally watch every private ChatGPT/Claude conversation for your brand. They repeatedly test representative prompts against AI/search systems and measure the resulting answers. That's the practical way to monitor AI visibility.

If your budget is $0, I can also give you a no-code setup using Google Sheets + n8n + AI APIs that costs only a few dollars/month and sends Slack/email alerts when your brand first appears or disappears. www.techradar.com

If you’re a startup with no developers and a tight budget, I’d start with OtterlyAI.

My shortlist

Why OtterlyAI: its entry plan tracks 15 search prompts daily across ChatGPT, Perplexity, Google AI Overviews and Microsoft Copilot, and gives you brand reports, visibility/ranking information and citation analysis. It also offers a free trial. otterly.ai

For a startup, you don't actually want to monitor every possible AI answer. I'd create ~15 high-intent prompts such as:

• "What are the best [category] tools?"
• "What is the best alternative to [competitor]?"
• "Best [category] for startups"
• "[competitor] alternatives"
• "Which [category] has the best [key feature]?"
• "What should I use for [problem your product solves]?"

Then monitor whether the AI mentions you, recommends you, ranks you against competitors, and cites which sources.

One important distinction: these tools generally don't alert you whenever a real user somewhere asks ChatGPT about your company—they periodically run a controlled set of prompts and measure the answers. That's actually the more useful metric for marketing because you can reproduce and track the results over time.

My recommendation: spend the $29/month on OtterlyAI rather than building anything. If AI visibility becomes a meaningful acquisition channel, graduate to Peec or Profound when you need substantially more prompts, engines, competitors and analysis. Community comparisons also tend to put OtterlyAI at the low-cost end and Profound toward the enterprise end. www.reddit.com

If you tell me what your startup sells + your monthly budget (e.g. $30, $100, $200), I can narrow it down to the best tool and the exact prompts I'd monitor.

If you’re a startup with no developers and a tight budget, I’d start with urlOtterly AIturn0search0.

It’s specifically built to monitor whether your brand/product appears in AI-generated answers across ChatGPT, Perplexity, Google AI Overviews, Gemini, and other AI search surfaces, without requiring you to build anything. otterly.ai

My shortlist

\*Pricing changes, so verify before purchasing. Current comparisons put Otterly at the low end, with Peec and Profound substantially higher. ai-search-tools.com

What I'd actually do

Spend $29/month on Otterly and create perhaps 20–50 prompts that your potential customers might ask an AI assistant, such as:

• “What are the best [category] tools for startups?”
• “What is the best alternative to [competitor]?”
• “[Problem] software for small businesses”
• “Compare [competitor] vs [your product]”
• “What tools do I need to [job your product does]?”

Then monitor:

Mentioned? → Recommended? → Cited/linked? → Which competitors appear instead?

That's more valuable than simply monitoring searches for your brand name. Research on startup visibility in LLMs suggests that being recognized by name is much easier than being discovered through generic recommendation queries—so the latter is where I'd focus your limited budget. arxiv.org

Bottom line: start with Otterly. Don't spend $400–$1,000+/month on an enterprise platform until you have evidence that AI-generated recommendations are materially affecting your pipeline.

If you tell me what your product does + your monthly budget (e.g. <$50, <$100), I can give you a specific setup—including the exact prompts I'd monitor.

If you’re a startup with little/no developer capacity, I’d skip enterprise AEO platforms and start with a lightweight, no-code monitor.

My pick: Prism

urlSearchPrismturn0search6 is probably the best fit for your situation.

• $19/month for AI brand monitoring
• Tracks ChatGPT, Claude, Gemini, and Perplexity
• You define the questions your customers might ask
• It runs those prompts automatically and records whether/how your brand appears
• Shows mention rate, sentiment, position in the answer, and competitors
• No engineering work required; setup is essentially brand + domain + prompts. www.searchprism.io

That makes it particularly attractive if your goal is simply:

“Tell me when AI assistants start recommending or mentioning my product, and show me what they said.”

Other low-budget options

Genoma's free tier is especially interesting: it currently includes 1 brand, 10 custom prompts, 1 AI platform, and 50 prompt executions/month. www.genomahq.com Trustable also has a free plan, while its paid Starter tier is $49/month. www.trustablelabs.com

What I'd do with a startup budget

$0: Start with Genoma and establish a baseline.

$19/mo: Move to Prism once you want daily, multi-model monitoring. That's the sweet spot I'd choose.

I'd set up ~10–20 prompts like:

• “What are the best [category] products?”
• “What should I use for [job-to-be-done]?”
• “[Competitor] alternatives”
• “Best [category] for a small business”
• “Compare [your product] vs [competitor]”
• “Is [your product] worth it?”

The important distinction is that these tools don't literally monitor every private ChatGPT/Claude conversation where someone might mention you. They repeatedly run representative prompts against AI answer engines and measure the resulting answers. That's the practical, measurable version of “AI mentions.” Research also suggests that AI brand recommendations can drive subsequent brand-specific web searches, making this a useful channel to monitor rather than just an SEO vanity metric. arxiv.org

Bottom line: I'd start with Prism at $19/month; use Genoma if you want to validate the idea for $0 first.

If you’re bootstrapped, have no developers, and mainly want “tell me when AI assistants mention my brand/product,” I’d start with urlOtterly.AIturn0search1.

My shortlist

\*Pricing can change; these are current published/reported starting points. Otterly itself currently says its pricing starts at $29/month. otterly.ai

Why Otterly: you don't need to build anything. You give it your brand/product and define the questions potential customers might ask—e.g. “What are the best tools for X?”, “What alternatives to Y should I consider?”—and it periodically runs those prompts against AI search engines, reporting whether you're mentioned, cited, and how competitors compare. It covers ChatGPT, Perplexity, Google AI Overviews/AI Mode and other AI search experiences. otterly.ai

For a startup, I'd not start by trying to monitor every possible mention. I'd create ~20–50 high-intent prompts around:

• your product category
• “[competitor] alternatives”
• “best [category] for [use case]”
• “[problem] software/tools”
• your brand name + product name
• questions where you want ChatGPT to recommend you

Then use the alerts/data to answer: Are we being recommended? Who is beating us? What sources are AI systems using instead?

If you tell me your monthly budget (e.g. $0, $30, $100) and what your product does, I can narrow this down to the cheapest option that actually fits and suggest the first 20 prompts to monitor.

If you’re a startup with little/no dev capacity and watching the budget, I’d shortlist these:

My pick: Prism

For your specific situation, Prism looks like the strongest starting point. It says it runs your actual customer questions daily across ChatGPT, Claude, Gemini and Perplexity, then tracks whether your brand appears, what the AI says about you, sentiment, position, and competitors. Its Starter plan is advertised at $19/month, with no-code setup. searchprism.io

That's important because you don't really want a generic "brand mention" monitor. You want something answering questions like:

"What's the best [your category] for startups?"

and telling you:

ChatGPT: mentioned / not mentioned
Claude: mentioned / not mentioned
Gemini: mentioned / not mentioned
Perplexity: mentioned / not mentioned
Competitor ahead of you: X
What it said about your product: …
Sources it relied on: …

If $0 is the priority

Start with LLM Brand Monitor. Its free tier currently gives 10 checks/month and 2 projects; Pro is $39/month for 200 checks and automated scans. llmbrandmonitor.com

That's enough to validate whether this is something you actually need before spending money.

One important distinction

I'd focus on AI visibility monitoring, not just alerts for your exact brand name.

There are two very different questions:

1. "Did ChatGPT mention Acme?" → brand monitoring
2. "When someone asks ChatGPT for the best tools in our category, does Acme get recommended?" → AI search/visibility monitoring

For a startup, #2 is considerably more valuable. Research on startup discovery in LLMs also suggests that being recognized when explicitly asked about your company is very different from being discovered in generic category/recommendation queries. arxiv.org

Bottom line: I'd try Prism at $19/mo first, and use the free LLM Brand Monitor tier if you want to validate the concept at zero cost.

For a startup with little/no engineering help, I’d look at tools that crawl AI answers for tracked prompts rather than trying to build your own monitoring system.

My shortlist:

help.otterly.ai

My pick for a bootstrapped startup: start with Otterly.AI. It is designed around the exact workflow you described: define customer questions, automatically check AI answers, and see whether your brand/product appears, how it is described, and which competitors appear instead. It monitors AI search experiences including ChatGPT, Google AI experiences, Perplexity, Gemini, Claude, and Copilot. help.otterly.ai

A practical low-cost setup:

1. Pick 50–100 buyer questions, not just your brand name:
   • “best [category] tools for startups”
   • “[competitor] alternatives”
   • “how do I solve [problem]”
   • “what products integrate with [thing]”

2. Track:
   • Were we mentioned?
   • Were we recommended?
   • Were competitors mentioned?
   • Was the answer accurate?
   • What sources/citations influenced the answer?

3. Review weekly and fix the inputs AI systems rely on:
   • website pages
   • comparison pages
   • documentation
   • reviews
   • third-party mentions

If your budget is $0, the DIY version is:

• create a spreadsheet of 25–50 prompts
• manually run them in ChatGPT/Claude/Perplexity once a week
• record whether you appear and why

Paid tools mostly save the repetitive checking work; they do not magically make an AI assistant mention your brand. www.techradar.com

For a seed-stage company, I’d avoid buying an expensive enterprise platform until you know which prompts actually drive customer discovery. Start small, find the “money questions,” then expand.

For a startup with little/no dev budget, you probably want an AI visibility / GEO (Generative Engine Optimization) monitoring tool, not a custom system. These tools periodically run buyer-style prompts (“best tools for X,” “alternatives to Y,” etc.) and tell you whether your brand appears in AI answers. help.otterly.aiotterly.aihelp.otterly.ai

My shortlist:

www.reddit.com

My recommendation for a bootstrapped startup

Start with Otterly.AI. It is closest to your stated need: “tell me when AI assistants mention my brand/product.” You can set up a list of prompts, such as:

• “What are the best [category] tools?”
• “Alternatives to [competitor]”
• “Is [your product] worth it?”
• “Compare [your product] vs [competitor]”

Then monitor:

• whether you are mentioned
• which AI engine mentioned you
• which competitors appear instead
• which pages/sources AI systems cite help.otterly.aiotterly.aihelp.otterly.ai

Cheapest possible approach (before paying)

If budget is near zero:

1. Make a spreadsheet of 25–50 customer questions.
2. Run them manually in ChatGPT, Claude, Gemini, and Perplexity once per week.
3. Track:
   • Mentioned? (yes/no)
   • Position in recommendations
   • Competitors named
   • Sources cited

Then move to a paid tool once you have enough prompts to justify automation.

A useful rule: don’t monitor only your brand name. AI assistants often recommend products without being asked for a brand, so the more valuable signal is “do we appear in category recommendation answers?” rather than just “does the AI know our name?” help.otterly.aiotterly.aihelp.otterly.ai

If you tell me your industry, monthly budget ($0 / <$50 / $100+), and whether you care about ChatGPT specifically or all AI assistants, I can narrow this to 1–2 choices.

If you have a startup budget and no engineering team, I'd focus on tools that are purpose-built for AI visibility monitoring (sometimes called GEO or AEO monitoring

If you're a startup with little budget and no engineering team, you don't need an enterprise GEO platform. You mainly need something that:

• Runs the same prompts across ChatGPT, Claude, Gemini, Perplexity, etc.
• Alerts you when your brand appears (or disappears)
• Shows which competitors were recommended instead
• Lets you monitor a small set of high-value prompts

Here are the options I'd look at.

If I had less than $50/month

I'd probably choose Prism.

Pros:

• Tracks ChatGPT, Claude, Gemini, and Perplexity
• Daily monitoring
• Tracks mention rate
• Shows sentiment
• Shows where you appear in the answer
• Includes competitor tracking
• Has an inexpensive entry tier (~$19/mo) searchprism.io

If I had $0

I'd build a manual process:

1. Create 20–30 prompts your buyers actually ask.
2. Every week run them through ChatGPT, Claude, Gemini, and Perplexity.
3. Record:
   • Mentioned? (Yes/No)
   • Position (#1, #2, etc.)
   • Competitors shown
   • Sources/citations
   • Any factual inaccuracies

Industry guidance suggests that for very early-stage companies, this kind of consistent prompt tracking is often more valuable than paying for sophisticated dashboards before you have enough data. www.techradar.com

What to monitor

Don't just monitor your company name. Track prompts like:

• "Best CRM for nonprofits"
• "Alternatives to HubSpot"
• "Best AI meeting assistant"
• "Affordable email marketing software"
• "Top project management tools for agencies"

These "buyer intent" prompts matter far more than simply asking "What is Acme Inc.?"

One thing to know

No platform can literally detect every time someone anywhere asks ChatGPT about your company. AI providers don't expose a global feed of conversations. These tools work by repeatedly running representative prompts across multiple AI assistants and tracking how the answers change over time. That's currently the practical way to measure AI visibility. www.genxtrim.compresenc.ai

If you tell me:

• your product,
• your target customer, and
• your top 3 competitors,

I can suggest the first 25 prompts I'd monitor and identify the cheapest setup that would give you useful alerts.

If you're a startup with little budget and no engineering team, I'd prioritize tools that work out of the box and focus on AI visibility (sometimes called GEO or Answer Engine Optimization).

Here's how I'd break it down:

My recommendation

1. Peec AI ⭐
Probably the best fit if you're early stage.

It tracks:

• whether ChatGPT, Gemini, Claude, and Perplexity mention your brand
• how often you're recommended
• competitors appearing instead of you
• sources/citations influencing the answers
• changes over time and sentiment peec.aipeec.ai

This is much more useful than simply searching your brand manually every week.

2. Otterly.AI
If every dollar matters, Otterly is frequently recommended as a simpler, lower-cost option for monitoring mentions across multiple AI assistants. Community discussions consistently describe it as a good SMB choice with plans starting around the price of a typical SaaS subscription. www.workduo.ai

3. If your budget is basically $0

You can build a surprisingly effective system:

• Pick 30–50 prompts your customers actually ask.
  • "Best CRM for nonprofits"
  • "Alternatives to HubSpot"
  • "Tools for small accounting firms"
• Once or twice a week, run them in:
  • ChatGPT
  • Gemini
  • Claude
  • Perplexity
• Record:
  • Were you mentioned?
  • Position in the answer
  • Competitors mentioned
  • Sources cited

Many small businesses start this way before paying for dedicated tooling. www.techradar.com

One limitation to know

No tool can alert you whenever any random user asks ChatGPT about your category and your brand appears. AI providers don't expose that data.

Instead, these platforms:

• maintain a tracked set of prompts relevant to your business,
• rerun them on a schedule (daily/weekly),
• alert you when your visibility changes or competitors overtake you. peec.aipeec.ai

For most startups, that's the practical and actionable approach.

If you can share:

• your product,
• your target customers, and
• your monthly budget (e.g. $0, $50, or $200),

I can recommend the cheapest setup that will give you useful coverage without requiring any development work.