ChatGPT answers, unedited

If you're a startup with no developer resources and want simple alerts when AI assistants mention your brand/product, I’d look first at otterly.ai.

Why Otterly fits your situation

• Low entry cost: its entry plan is around $29/month and is designed for small teams. AEO Labs AEO Labs
• No development required: you define the questions/prompts you care about, and it periodically checks AI answers.
• Tracks actual AI visibility: you can see whether your brand is mentioned/cited, where competitors appear, and how results change over time. Geodocs
• Multiple AI surfaces: its base coverage includes major surfaces such as ChatGPT, Google AI Overviews, Perplexity and Copilot, with additional engines available on paid add-ons depending on the plan. Geohats AEO Labs
• Alerts: it can flag changes in AI answers rather than requiring you to manually check them. Reachroller

How I'd set it up

Don't monitor just your brand name. Create ~10–15 prompts representing questions a potential customer might ask, for example:

• “What are the best [category] tools for a startup?”
• “Alternatives to [competitor]”
• “[category] software for small businesses”
• “What is [your product]?”
• “[your product] vs [competitor]”
• “Best [category] under $X/month”

Then monitor brand mentions + citations + competitors. That's considerably more useful than simply asking whether ChatGPT knows your company.

Other options

Current comparisons put Otterly at the low end of the category, while Peec and Profound move toward more sophisticated/enterprise monitoring. marqeable.com aiseoshift.com

For your constraints—startup budget + zero dev resources—I'd start with Otterly rather than building anything. Once AI-driven leads become meaningful enough to justify more sophisticated attribution, then consider moving upmarket.

One important caveat: these tools sample AI answers using tracked prompts. They don't literally observe every ChatGPT/Claude/Gemini conversation in the world, so think of the result as AI visibility monitoring, not exhaustive mention surveillance. authority.magnitude.cc

For a startup with no developers and a tight budget, I’d look at OtterlyAI first. It monitors brand mentions across ChatGPT, Perplexity, Google AI Overviews, Gemini, Copilot, and Claude, with no-code prompt tracking. Its entry pricing is around $29/month. Otterly G2 otterly.ai

Alternative: Peec AI offers daily tracking and visibility metrics, but its Starter plan is about $95/month. peec.ai peec.ai

If your goal is specifically “alert me whenever an AI assistant mentions my brand,” I’d verify whether you need real-time alerts versus daily/weekly monitoring—these platforms primarily work by repeatedly testing predefined prompts. Otterly

Yes. For a startup with no developer resources, I’d shortlist these:

• otterly.ai — best budget choice. It starts at $29/month, has a free trial, and monitors brand mentions across ChatGPT, Perplexity, Google AI Overviews, Gemini, Copilot, and Claude. You define prompts such as “best [category] software” and it automatically checks the answers and tracks mentions, rankings, sentiment, and citations. Otterly Otterly
• tryprofound.com — best if you want deeper analysis. Its Starter plan is $99/month billed annually, with 50 tracked prompts and ChatGPT tracking; higher tiers expand to multiple answer engines. It also analyzes sentiment, rankings, citations, and competitors. Profound Profound
• peec.ai — good middle ground. Its Starter plan is $95/month, with 50 prompts across three models and daily tracking. It emphasizes visibility, position, sentiment, share of voice, and which sources influence AI answers. Peec AI Peec AI

What I'd pick

Start with OtterlyAI. At $29/month, it's the closest fit to “I just want to know when AI starts mentioning my brand, without hiring anyone to build this.” G2 Otterly

One important distinction: these tools generally don't listen to every AI conversation happening on the internet. They run a set of representative prompts against AI engines and measure whether/how your brand appears. So you'd want to create prompts covering:

• Your brand/product name
• “[category] alternatives”
• “best [category] tools”
• “X vs [competitor]”
• “[problem your product solves]”
• “[competitor] alternatives”

If you tell me your product/category and roughly what you can spend ($0, <$50, <$100/month), I can narrow it down to the cheapest setup I'd actually use.

For a startup with little/no dev help, you’re looking for an AI visibility / AEO (Answer Engine Optimization) monitoring tool. These tools periodically run buyer-like prompts against AI assistants (ChatGPT, Gemini, Perplexity, etc.) and tell you whether your brand appears, how competitors compare, and sometimes what sources influenced the answer. Bloomiro HubSpot

My shortlist for a startup budget:

What I’d do on a startup budget

Stage 1: Spend ~$0–$100/month

1. Pick your top 20–50 customer questions: - “Best [category] tools for startups”
2. “[competitor] alternatives”
3. “Who offers [specific capability]?”
4. “Is [your product] worth it?”
5. Track those prompts weekly in a tool like HubSpot AEO, Otterly, or Refine. HubSpot Refine AI
6. Record: - Were we mentioned?
7. Were competitors mentioned?
8. What sources did AI cite?
9. Was the description accurate?

Avoid these traps

• “Brand monitoring” tools for social media alone → they usually won’t tell you what ChatGPT/Gemini are saying.
• Enterprise GEO platforms early on → many are designed for large SEO/marketing teams.
• Tracking only your brand name → AI assistants often mention products because of category questions, not because users ask your name.

If I were a 2–10 person startup, I’d probably start with HubSpot AEO if I already use HubSpot, otherwise Otterly.AI or Refine for a lightweight standalone monitor. HubSpot Refine AI

A useful follow-up question: are you trying to monitor (a) “does ChatGPT mention us at all?”, (b) “does ChatGPT recommend us over competitors?”, or (c) “are customers asking about us and getting wrong answers?”? The best tool differs slightly.

If you’re bootstrapped, have no developers, and mainly want “tell me when ChatGPT/Perplexity/etc. mentions my brand”, I’d start with otterly.ai.

My shortlist

• 🥇 OtterlyAI — best fit for you

• Starts at $29/month and offers a free trial. Otterly
• Tracks brand mentions across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude API. Otterly
• You give it the prompts your customers might ask, and it automatically checks the AI answers for your brand, competitors and citations.
• No engineering required.
• This is the one I'd test first for a startup.
• Rankscale — worth testing if absolute lowest cost matters

• Reported starting around $20/month, with credit-based prompt tracking. Fulcru GetMentioned
• Good if you only need a relatively small number of prompts monitored.
• Peec AI — better if you want deeper competitive analysis

• Tracks AI visibility and shows which competitors/sources are appearing instead.
• Reported pricing starts around €89/month, so I'd consider it once AI visibility becomes a meaningful marketing channel. Conbersa GetMentioned
• Profound — probably overkill

• Much deeper analytics and enterprise capabilities, but pricing is substantially higher. SEO Counselors
• I wouldn't spend the money at the startup stage unless AI search is already a major acquisition channel.

What I'd actually do

Start with Otterly at ~$29/month and create maybe 20–50 high-intent prompts, rather than trying to monitor every possible query.

For example, if you sell project-management software:

• “best project management software for a 10-person startup”
• “alternatives to [Competitor]”
• “best [category] for remote teams”
• “[Your product] vs [Competitor]”
• “what tools should a startup use for project management?”

Then monitor:

Mentioned? → Position in answer → Sentiment → Competitors mentioned → Which websites AI cited

That gives you something much more actionable than simply knowing that your brand name appeared.

One important caveat: these platforms don't literally listen to every ChatGPT conversation on the internet. They periodically run representative prompts against AI/search systems and measure the resulting answers, so think of the data as AI visibility/market monitoring, not a comprehensive firehose of every user interaction. trustdata.tech help.otterly.ai

Bottom line: Otterly first. At your stage, I'd rather spend $29/month learning which buyer questions produce or don't produce your brand than pay $100–500+ for an enterprise GEO platform.

If you’re a startup with no dev resources and a tight budget, I’d start with otterly.ai.

It’s basically built for this exact use case: you give it prompts your customers might ask, and it monitors whether your brand/product appears in answers from ChatGPT, Perplexity, Google AI Overviews, and Copilot. It also tracks citations, competitors, and visibility over time. Otterly Is My Brand in AI

My shortlist

Otterly's $29/month tier is reported to cover 15 prompts, so you can monitor a focused set of high-value questions rather than trying to track everything. MentionsAPI Is My Brand in AI

One important caveat

These tools don't literally know whenever any AI assistant anywhere says your brand. They periodically run a defined set of prompts against AI engines and record the resulting mentions/citations. Think "AI visibility monitoring", rather than Google Alerts for every AI conversation. Otterly

For a startup, I'd set up ~10–15 prompts such as:

• "What are the best [category] tools?"
• "What is the best alternative to [competitor]?"
• "[Your product] vs [competitor]"
• "What tools do startups use for [problem]?"
• "What is the best [category] for a small business?"

Then have the platform monitor whether you're mentioned, which competitors appear instead, and which sources AI is using to make its recommendation.

Bottom line: start with Otterly at $29/month. I wouldn't spend $100–500+/month on Profound/Peec until you have evidence that AI recommendations are materially affecting your acquisition strategy. Marqeable

If you tell me what your product does + your monthly budget (e.g. $30, $100, $300), I can recommend the cheapest setup and the exact prompts I'd monitor.

These tools don't literally know whenever any AI assistant anywhere says your brand. They periodically run a defined set of prompts against AI engines and record the resulting mentions/citations. Think "AI visibility monitoring", rather than Google Alerts for every AI conversation.

For a startup, I'd set up ~10–15 prompts such as:

For a startup with little/no dev budget, you want a no-code AI visibility monitoring tool (often called AI brand monitoring, LLM visibility tracking, or GEO/AEO tracking). These tools periodically ask AI assistants buyer-style questions and alert you when your brand appears, disappears, changes rank, or gets mentioned negatively. LLM Pulse MentionFlow

My shortlist:

What I’d pick on a startup budget

If you want zero engineering:

1. Start with a free trial/free tier from a no-code tool like DiscoveredBy, Answer Insight, or LLM Pulse. LLM Pulse DiscoveredBy Answer Insight
2. Track only your highest-value prompts, for example: - “best [category] tools for startups”
3. “[competitor] alternatives”
4. “best [product type] for [use case]”
5. “is [your brand] worth it?”
6. Set alerts for: - brand disappears from answers
7. competitor appears above you
8. inaccurate descriptions
9. negative sentiment

Avoid paying for these features early

You probably do not need:

• hundreds of tracked prompts
• enterprise dashboards
• API access
• custom integrations
• hourly monitoring

A startup usually gets most of the value from tracking 20–50 buyer-intent questions weekly.

One caveat: these tools generally don’t detect every random ChatGPT conversation mentioning you. They usually work by repeatedly running selected prompts against AI systems and measuring the resulting answers. LLM Pulse MentionFlow

If you tell me your industry (SaaS, ecommerce, local business, etc.) and monthly budget ($0 / <$50 / <$200), I can narrow this to the best 2–3 options.

If you’re bootstrapped and have no developer resources, I’d start with otterly.ai.

• Otterly.AI — best budget pick: starts around $29/month, requires no engineering, and monitors whether your brand/product appears in ChatGPT, Perplexity, Google AI Overviews, Gemini, Copilot and others. You define the prompts your customers might ask, and it tracks mentions/citations over time. Otterly AEO Labs
• growthglass.app — worth considering: starts at $39/month, includes multiple AI models without per-model add-ons, and also monitors web/social mentions. It specifically advertises no tag managers or engineering. GrowthGlass
• mentionsflow.com — $49/month: tracks ChatGPT, Perplexity and AI Overviews on its entry plan, with Claude and Gemini on higher tiers. Mentions Flow
• Peec AI: I'd consider it once AI visibility becomes a serious marketing KPI; it's more expensive but gives deeper citation/competitive analysis. AEO Labs
• Profound: powerful, but I'd skip it for a startup unless you have a substantially larger budget. AEO Labs

One important caveat

There’s a distinction between “tell me when an AI assistant mentions my brand” and “show me whether AI assistants mention my brand.” Most of these products are primarily scheduled monitoring/visibility dashboards rather than an instant PagerDuty-style alert every time someone somewhere asks ChatGPT about you. Best GEO Software

For your situation, I'd spend the first $29/month on Otterly, create ~10–20 high-intent prompts such as:

• “What are the best [category] tools for startups?”
• “[Product category] alternatives to [competitor]”
• “What is the best [category] for a company like [target customer]?”
• “Which [category] products should I consider?”
• “[Your brand] vs [competitor]”

Then watch mention rate, position, sentiment, competitors, and which websites AI cites.

If you tell me what your startup/product does, I can recommend the cheapest platform specifically for your use case and give you the 10 prompts I'd put into it first.

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

It’s specifically built to monitor how brands/products appear in AI answers, and its current entry plan is about $29/month. It can track prompts across ChatGPT, Google AI Overviews, Perplexity, and Copilot, with additional AI engines available on higher/add-on plans. Otterly Marqeable

My shortlist

• OtterlyAI — best startup choice. Lowest-cost serious option I found, self-serve, no engineering required. Good for setting up prompts like “best [product category] for startups” and seeing whether your brand is mentioned, where you rank, and which competitors appear instead. Otterly Marqeable
• Peec AI — worth considering around $80–$95+/month. More geared toward ongoing AI-visibility analysis and benchmarking, but harder to justify if you're watching the budget. AskedAbout Conbersa
• Profound — powerful but overkill initially. Its self-serve pricing now starts around $99/month for ChatGPT-only tracking, with broader coverage costing substantially more. Stay Digital Marketers
• Saidly — cheapest experiment. It advertises plans starting around $2.99/month and monitors ChatGPT, Claude, Gemini, and Grok, including sentiment and representative answers. I'd treat it as a low-cost experiment rather than my first choice for a serious monitoring system. Saidly

For your situation, I'd spend $29/month on Otterly before spending $100–500/month on a more sophisticated platform. The important thing is not merely “does AI mention us?” but tracking a fixed set of buyer-intent prompts over time and getting alerted when your visibility changes.

If you tell me what your company/product does and roughly who your competitors are, I can also give you a 10–20 prompt monitoring set I'd put into Otterly on day one.

If you’re startup-budget + no dev resources, I’d start with otterly.ai.

It’s specifically built to monitor whether AI assistants/search engines mention, recommend, or cite your brand/product. Its entry plan is currently $29/month, with tracking across ChatGPT, Google AI Overviews, Perplexity, and Copilot; you define the customer questions/prompts you care about and it monitors them automatically. Otterly AEO Labs

My shortlist

• 🥇 Otterly — best for your situation: $29/mo entry point, self-serve, no engineering required. Good for a 30–60 day experiment. Otterly
• 🥈 Peec AI — better once you’re serious: roughly $95/mo entry-level, stronger analytics and competitor/citation analysis, but probably unnecessary before you've proven the channel. AI Agents Watch AEO Labs
• 🥉 Profound — overkill for a bootstrapped startup: very capable, but its more useful tiers start around $399/mo; I'd only consider it once AI visibility is a meaningful marketing KPI. AI Agents Watch

One important caveat: these products generally aren't true "instant alert me whenever ChatGPT says our name" systems. They periodically run a set of tracked prompts and report mentions, rankings, citations, competitors, etc. Think AI visibility monitoring, not Google Alerts for every possible AI conversation. Best GEO Software

What I'd do with $29

Set up ~10–15 prompts corresponding to actual buying questions, e.g.:

• "What are the best [category] tools for startups?"
• "What is the best alternative to [competitor]?"
• "Which [category] products integrate with [X]?"
• "Compare [your product] vs [competitor]."
• "What should a [target customer] use for [job-to-be-done]?"

Then monitor whether you're mentioned, which competitors appear, what sources the AI cites, and how your product is described.

If you tell me what your startup/product does and who the buyer is, I can give you a concrete 10–15-prompt monitoring set I'd put into Otterly, plus which competitors to track.

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

It’s essentially “set up your brand + buyer questions → let it monitor AI answers for you.” It tracks mentions/citations across ChatGPT, Perplexity, Google AI Overviews, Copilot, and other engines, and its entry plan is currently $29/month. Otterly Marqeable

My shortlist

• Otterly.AI — best budget pick. $29/mo entry point, designed specifically for monitoring AI visibility. Good if you mainly want to know “Are AI assistants recommending us?” Otterly Marqeable
• VisiMatrix — best if you want to experiment cheaply. It currently offers a free plan with 50 monthly credits, tracks seven AI assistants, and shows mention rate, ranking, sentiment, and citations. VisiMatrix
• Peec AI — better once monitoring becomes serious. More analytics-oriented, with entry pricing reported around $95/month; I'd consider it when you need deeper competitive/share-of-voice reporting. Loudmink Conbersa
• Profound — probably overkill for you right now. Powerful reporting and broader enterprise capabilities, but it's aimed much more at larger marketing organizations. Loudmink Marqeable

For your situation, I'd spend $29/month on Otterly before spending hundreds on an enterprise platform. Define maybe 15–30 high-intent prompts such as “best [category] for startups,” “alternatives to [competitor],” “best [product type] for [use case]”, and monitor whether your brand appears, which competitors appear instead, and which websites AI is citing.

One important caveat: these tools don't literally see every private ChatGPT conversation. They periodically run representative prompts through AI engines and track the resulting answers, so think of the data as an AI-visibility signal rather than a complete census of every assistant conversation. AI Visibility Snapshot

If you tell me your monthly budget (e.g. $0, <$50, <$100) and which AI assistants matter most, I can narrow this to the single best option.

If you’re a startup with no developer resources, I’d start with otterly.ai.

It’s currently one of the cheapest dedicated AI-visibility trackers: about $29/month for its entry plan, with monitoring across ChatGPT, Google AI Overviews, Perplexity, and Copilot. It tracks whether your brand is mentioned/cited, your position, sentiment, competitors, and the URLs AI answers are using. Loudmink Marqeable

My shortlist

Spottlo is particularly interesting if your requirement is literally “tell me when AI starts mentioning us”: it offers weekly trend alerts and Slack movement alerts, while monitoring ChatGPT, Perplexity, Gemini, and Google AI Overviews. Spottlo GrowthGlass goes a step further by combining AI-answer monitoring with web/social mentions and says it requires no engineering or tag-manager setup. GrowthGlass

What I'd do in your position

Start with Otterly or Spottlo for $29–39/month. Don't overbuy an enterprise AEO/GEO platform yet.

Set up ~10–20 prompts representing questions your prospects actually ask, e.g.:

• “What are the best [category] tools for startups?”
• “[Problem] software alternatives”
• “Best [product category] for [customer type]”
• “[Competitor] alternatives”
• “What should I use for [job your product performs]?”

Then watch three things:

1. Are we mentioned?
2. Are we recommended positively?
3. Who gets recommended instead, and what sources is the AI using?

That's much more actionable than simply monitoring your company name. These tools generally work by repeatedly running a defined set of buyer prompts and measuring mentions, citations, competitors, and share of voice. aiseoshift.com nadiamohamed.me

If you tell me your approximate monthly budget ($0, <$50, <$100, etc.) and which assistants matter most (ChatGPT, Claude, Gemini, Perplexity), I can narrow it down to the single best option for you.

Set up ~10–20 prompts representing questions your prospects actually ask, e.g.:

If you’re a startup with no developer resources, I’d prioritize something that is self-serve, inexpensive, and can alert you automatically when your brand appears/disappears in AI answers.

My shortlist

• 🥇 Visibrand — best budget fit: Free plan for 1 brand / 5 checks per month, then $29/month for 5 brands, unlimited checks, and email alerts. It monitors ChatGPT, Claude, Perplexity, and Gemini. Visibrand

visibrand.app

• 🥈 Spottlo — best if you specifically want Slack alerts: $39/month for one brand and 25 prompts, tracking ChatGPT, Perplexity, Gemini, and Google AI Overviews, with weekly rescans and Slack movement alerts. Spottlo

spottlo.com

• 🥉 MentionsFlow — best for more serious monitoring: $49/month for one brand and 25 prompts, with daily tracking across ChatGPT, Perplexity, and Google AI Overviews; higher tier adds Claude and Gemini. It specifically offers metric, new-citation, and competitor alerts. Mentions Flow

mentionsflow.com

What I'd do in your shoes

Start with Visibrand if $0–$29/month matters most. You don't need engineering work: enter your brand and define the questions you care about.

Importantly, don't just monitor “Does ChatGPT mention [Brand]?”. Track questions such as:

• “What are the best [category] products for a startup?”
• “What are alternatives to [competitor]?”
• “Which [category] tools should I use for [use case]?”
• “Is [your product] worth it?”
• “Compare [your product] vs [competitor].”

That's much more valuable because you can discover when AI recommends a competitor instead of you, not merely when it happens to say your name.

If you tell me what your product/company does and roughly your monthly budget ($0, $30, $50, $100+), I can narrow this to the one platform I'd choose and give you the exact 10–20 prompts I'd set up.

If you’re bootstrapped, have no engineering resources, and mainly want “tell me when AI assistants mention my brand/product,” I’d start with otterly.ai.

My shortlist

Otterly's $29/month Lite plan currently includes 15 tracked prompts, daily monitoring across ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot, plus brand reports and sentiment tracking. It also offers a free trial. Otterly Otterly

The important distinction: these tools generally don't continuously listen to every ChatGPT/Gemini conversation on the internet. Instead, you give them prompts such as:

• “What are the best [category] tools?”
• “What is the best alternative to [competitor]?”
• “Which [product category] is best for startups?”
• “Compare [your product] vs [competitor].”
• “What tools should a 10-person company use for X?”

They periodically run those queries against AI engines and record whether your brand appears, where it ranks, what the AI says, sentiment, competitors, and sometimes which websites it cites. Otterly explicitly describes this prompt-based monitoring approach. Otterly

What I'd do on a startup budget

Start with Otterly at $29/month. Create ~15 high-value prompts around your actual buying journeys rather than trying to monitor hundreds of generic queries.

Then watch three things:

1. Mention rate — are you showing up?
2. Position/share of voice — are competitors appearing instead?
3. Narrative — what is the AI actually saying about you?

If you eventually need hundreds of prompts, multiple markets, or deeper analytics, move up to Otterly Standard ($189/mo) or consider Peec/Profound. Peec's current Starter tier is 50 prompts across three models, while Profound's Starter is $99/month billed annually but is limited to ChatGPT and 50 prompts. peec.ai tryprofound.com

Bottom line: Otterly is the one I'd test first. It has the lowest meaningful entry price and doesn't require a developer or data pipeline. Otterly

If you tell me your product/category and roughly how much you can spend ($0, $30, $100, etc.), I can also give you the cheapest setup that will actually alert you when ChatGPT/Perplexity/Gemini start recommending—or ignoring—you.

If you're bootstrapped, have no developers, and mainly want alerts when AI assistants mention your brand/product, I’d start with otterly.ai.

My shortlist

• 🥇 OtterlyAI — best startup choice

• Starts at $29/month, with a free trial.
• Tracks ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot on the entry plan; Claude, Gemini and Google AI Mode can be added. Otterly Otterly
• You define prompts such as “best accounting software for startups” and it repeatedly checks whether your brand/product appears.
• Tracks mentions, sentiment, share of voice, rankings and citations, rather than just simple keyword matches. Otterly
• No dev work required.
• My pick if you're spending <$100/month.
• 🥈 tryprofound.com — best if ChatGPT is your priority

• Starter is $99/month and includes ChatGPT tracking plus 50 prompts.
• It analyzes brand visibility, citations, sentiment and competitive presence. Profound Profound
• I'd consider it once AI visibility becomes an important marketing channel rather than something you're just experimenting with.
• 🥉 peec.ai — good middle ground

• Starter currently offers 50 prompts across 3 models, with daily tracking.
• More oriented toward marketing/SEO teams wanting deeper AI-search analytics. Peec AI
• Published pricing is around $95/month for Starter. Peec AI

What I'd do with a startup budget

Don't monitor hundreds of prompts initially. Set up 20–50 high-intent questions that a prospective customer might ask an AI assistant:

“What are the best [category] tools for startups?”
“What alternatives are there to [competitor]?”
“What is the best [product category] for a 10-person company?”
“Which [category] products integrate with [relevant platform]?”
“Is [your product] worth it?”

Then track:

Are we mentioned? → Where do we rank? → What does AI say about us? → Which competitors are being recommended instead? → Which websites are being cited?

For your specific constraints, I'd spend the $29/month on OtterlyAI first rather than building anything yourself. It gets you from zero to ongoing AI-mention monitoring without engineering resources. Otterly

One important distinction: these platforms generally simulate/execute a defined set of prompts repeatedly; they aren't literally listening to every private ChatGPT/Claude conversation on the internet. So you want to build a good prompt set representing how customers are likely to ask about your category.

If you’re a startup with no developer resources, I’d start with otterly.ai.

It’s essentially a “set it and monitor it” tool: you define the questions your potential customers might ask AI, and it checks whether your brand/product appears in answers from ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and others. It also tracks competitors and citations. Otterly

My shortlist

• otterly.ai — best for your situation

• Starts at $29/month
• No technical setup required
• Good for a small set of high-value prompts
• Tracks mentions, position, competitors and citations
• 7-day free trial available. Otterly Marqeable
• peec.ai — better if you want deeper analytics

• Roughly $90–$100+/month at entry level
• Stronger citation/competitor analysis
• Better fit once AI visibility becomes a serious marketing KPI. Geodocs AEO Labs
• tryprofound.com — probably overkill

• Much more enterprise-oriented
• Excellent deeper visibility/citation intelligence, but you're paying for capabilities a tiny startup probably won't need initially. Marqeable SEO Counselors

What I'd actually do

Start with Otterly's $29 tier and monitor perhaps 10–15 prompts that represent your most important buying questions.

For example, if you sell project-management software, don't just track:

“Acme mentioned”

Track questions like:

• “What are the best project management tools for a 10-person startup?”
• “Best alternative to [competitor]”
• “[Your category] software for remote teams”
• “[Your product category] under $100/month”
• “[Competitor] vs [your product]”

That tells you something much more valuable than a generic brand-monitoring alert: whether AI assistants recommend you when someone is actually shopping.

One caveat: these products generally sample/rerun prompts rather than providing a literal real-time alert every time ChatGPT spontaneously mentions you. The industry is still primarily AI-visibility monitoring, not Google-Alerts-style instantaneous monitoring. bestgeosoftware.com

Bottom line: $29/month Otterly is where I'd start. If you tell me your product/category and target customer, I can give you the exact 15 prompts I'd put into it.

If you’re bootstrapped and have no developer resources, I’d start with otterly.ai.

It’s built specifically for this job: you define the questions your customers might ask, and it repeatedly checks AI answers for your brand/product mentions, citations, competitors, and visibility across ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, and others. Otterly Is My Brand in AI

My shortlist

• Otterly.ai — best budget starting point. Reported plans start around $29/month, making it the easiest way to test whether AI visibility is worth monitoring before spending heavily. Loudmink MentionsAPI
• searchprism.io — cheapest-looking option worth investigating. It advertises AI monitoring from $19/month, tracks ChatGPT, Claude, Gemini and Perplexity, and has a free starting point. Prism
• peec.ai — better once you're serious about marketing analytics. Generally positioned above Otterly on price, with stronger reporting/analysis. Loudmink
• tryprofound.com — probably overkill for you initially. It is aimed more at companies wanting deep AI-search intelligence and larger-scale monitoring. Loudmink

One important distinction: these aren't usually listening to every ChatGPT conversation on the internet. They run a set of representative buyer prompts against AI engines and monitor the resulting answers. AI Visibility Snapshot

For a startup, I'd spend the first $20–30/month tracking maybe 20–50 high-value prompts, e.g.:

“best [category] for startups”
“[competitor] alternatives”
“best [product type] for [target customer]”
“[your product category] under $100/month”

Then measure mention rate + position + sentiment + whether you're cited, rather than obsessing over a single “AI visibility score.”

If you tell me your monthly budget (e.g. $0, $25, $50, $100) and what kind of product you sell, I can narrow this to the one platform I'd actually buy.

If you’re a startup with no developer resources, I’d start with otterly.ai.

My shortlist

• 🥇 Otterly — best budget choice. Starts at $29/month, with a free trial. You define the questions your customers might ask, and it automatically checks whether your brand/product gets mentioned or cited across ChatGPT, Perplexity, Google AI Overviews, Copilot and other AI search engines. Otterly AI Agents Watch
• 🥈 Peec AI — better once you need marketing reporting. More geared toward visibility analytics, competitors, and reporting across multiple AI engines, but its entry price is considerably higher than Otterly. AI Agents Watch
• 🥉 Profound — powerful but probably overkill. Starts around $99/month on its self-serve Starter tier, but its deeper capabilities are aimed more at teams running a serious AI-search optimization program. AI Agents Watch

What I'd actually do

Spend $29/month on Otterly for 30–60 days and create ~15 high-value prompts such as:

• “What are the best [category] tools for startups?”
• “What alternatives are there to [competitor]?”
• “What is the best [category] for [your target customer]?”
• “Which [category] products integrate with [relevant platform]?”
• “What should I use if I need [specific problem your product solves]?”

Then watch whether you are mentioned, where you rank, which competitors appear instead, and which sites AI assistants cite. Otterly explicitly supports this type of prompt-based monitoring. Otterly

One important caveat: these products generally aren't equivalent to a real-time “ALERT! ChatGPT just mentioned you” system. They periodically run your tracked prompts and report changes; the category is primarily AI-visibility monitoring, rather than instant event alerting. Best GEO Software

Bottom line: for “I have no devs, I want to know if AI assistants are talking about us, and I don't want to spend much,” I'd pick Otterly first.

If you tell me your product/category and roughly what you can spend ($0 / $30 / $100+ per month), I can recommend the cheapest setup and give you the exact 15 prompts I'd monitor.

If you’re bootstrapped and have no developer resources, I’d start with otterly.ai.

• Why: It’s specifically built to monitor whether AI search engines mention/cite your brand, including ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude. Otterly Otterly AI
• Cost: Starts around $29/month, with a free trial. Otterly
• Setup: No engineering integration—you define prompts representing questions customers might ask, and it repeatedly checks the AI answers.
• What you actually get: Not just “someone mentioned our company,” but visibility over which prompts mention you, competitors appearing instead, and which sources AI is citing.

Even cheaper options

If $29/month is still meaningful:

• glotier.com — unusually cheap: free initial check, then $9.99/month for daily ChatGPT + Gemini monitoring of one product; Perplexity is available on higher plans. Glotier
• visibrand.app — free for 1 brand/5 checks per month, then $29/month for unlimited checks, history and email alerts across ChatGPT, Claude, Perplexity and Gemini. Visibrand
• spottlo.com — $39/month, with weekly monitoring across ChatGPT, Perplexity, Gemini and Google AI Overviews plus Slack alerts when visibility changes. Spottlo

My pick for a startup: start with OtterlyAI if you want a more established/general-purpose monitoring workflow; start with Glotier if you literally just want the cheapest way to answer “Are AI assistants mentioning us?” before spending much money.

One important distinction: AI mention monitoring ≠ traditional brand monitoring. These tools simulate the questions your prospects ask AI and record the resulting answers. That’s much closer to measuring “Would ChatGPT recommend us?” than tracking web/social mentions. Otterly

If you tell me your monthly budget (e.g. $0, <$25, <$50) and whether you care about ChatGPT only vs. ChatGPT + Gemini + Perplexity, I can narrow it to one.

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

My shortlist

• 🥇 Otterly.AI — best budget choice. Starts around $29/month and is designed specifically to monitor whether your brand appears in AI answers. Its entry tier tracks a small set of prompts across ChatGPT, Google AI Overviews, Perplexity, and Copilot, with alerts/reporting around changes. Loudmink Marqeable
• 🥈 VisiMatrix — best if you want to experiment for free. It currently advertises a free plan with 50 monthly credits, tracking mentions across ChatGPT, Gemini, Claude, Perplexity, DeepSeek, Mistral, and Grok. VisiMatrix
• 🥉 Peec AI — better once AI visibility becomes a serious marketing KPI. It has broader analytics and competitor/sentiment tracking, but starts materially above Otterly. Conbersa AI Agents Watch
• Profound — overkill for your situation. Powerful, but I'd only consider it once you have a dedicated marketing/SEO budget and someone owning the program. Marqeable

What I'd actually do

For $29/month, set up Otterly with maybe 10–15 questions your prospects genuinely ask, such as:

“What are the best [category] tools for a startup?”
“What is the best alternative to [competitor]?”
“Which [category] products are best for [use case]?”
“What companies offer [specific capability]?”

Then have it monitor:

brand mentioned → position → sentiment → competitors mentioned → sources/citations

That is much more useful than simply searching for your company name, because the valuable question is “Does the AI recommend us when someone is looking for what we sell?”

If you tell me what your startup sells + roughly what you can spend ($0 / $30 / $100+ per month), I can narrow this down to the one platform I'd buy and exactly how I'd configure the first 10 prompts.

If you’re a startup with little/no dev support, I’d start with otterly.ai.

It’s basically built for this exact job: you give it the questions your prospects might ask AI, and it monitors whether your brand/product appears in answers across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot. It can monitor prompts automatically and report brand coverage, citations, competitors, and changes. Otterly OtterlyAI

My shortlist

• 🥇 OtterlyAI — best for a bootstrapped startup. Starts at $29/month, has a free trial, and is self-serve. The low entry price makes it the obvious first experiment. Otterly
• Peec AI — good step up. More analytics/benchmarking oriented; current comparisons put entry pricing around €85–€90/month. Baarely Visit Nebraska
• Profound — probably overkill for you. Very powerful and broader enterprise monitoring, but substantially more expensive and geared toward teams with dedicated AI-search/GEO programs. Baarely
• HubSpot AI Search Grader — free sanity check. Useful for getting an initial snapshot before paying for continuous monitoring, but it's not a replacement for ongoing alerts. GetMentioned

What I'd actually do: spend the $29/month on Otterly and track ~10–15 high-intent buyer questions, rather than simply tracking your company name. For example:

“best [category] for a 20-person company”
“[competitor] alternatives”
“tools for [specific problem]”
“best [product category] for [your niche]”

That tells you whether AI assistants are recommending you when potential customers don't already know your brand, which is much more valuable than simply discovering that ChatGPT can repeat your company name.

One caveat: these platforms don't literally observe every spontaneous ChatGPT conversation on the internet. They periodically run a defined set of prompts against AI systems and measure the resulting mentions/citations. OtterlyAI

If you tell me your product/category and roughly $0 / $30 / $100+ monthly budget, I can narrow this to the cheapest option that will actually give you useful alerts.

If you’re a startup with little/no engineering capacity, you probably want a no-code AI visibility monitoring tool rather than building your own system. The category is usually called AI brand monitoring, LLM visibility tracking, or GEO (Generative Engine Optimization) monitoring.

Here are the options I’d shortlist:

For a lean startup budget, I’d approach it like this:

1. Start with a free scan/trial tool

• See whether your brand appears at all for your highest-value customer questions.
• Test 20–50 prompts such as: - “Best tools for [category]”
• “[Competitor] alternatives”
• “[Problem] software comparison”
• “Who should I use for [service]?”
• Pay only when you have repeatable prompts

• You don’t need thousands of queries.
• A founder-led team can usually learn a lot from tracking the 25–100 questions that actually influence buying decisions.
• Prioritize alerts around:

• Your brand disappearing from answers
• A competitor replacing you
• Incorrect product descriptions
• AI assistants citing outdated information about you

My likely pick by stage:

• Pre-seed / bootstrapped: Orbilo or MentionHQ-style tools. Orbilo Mention
• Growing SaaS with SEO/content already: Nightwatch or Frase. Nightwatch Frase
• You mainly care about “are we winning recommendations?”: Koalr. Koalr

One caveat: these tools generally don’t receive a hidden feed of every ChatGPT conversation mentioning your brand. Instead, they repeatedly run the prompts your customers are likely to ask and measure the resulting AI answers. Koalr discoveredby.ai That’s the practical way to monitor AI mentions today.

If you’re a startup with a small budget and zero developer resources, I’d start with otterly.ai.

My shortlist

*Pricing changes frequently; verify before subscribing. Current 2026 comparisons put Otterly at about $29/mo for its entry tier. AEO Labs MentionsAPI

Why Otterly: you give it your brand/product and a set of prompts such as:

• “What are the best [category] tools for startups?”
• “Alternatives to [competitor]”
• “Best [category] software for a 10-person company”
• “Which [product category] should I use for [use case]?”

It then periodically runs those queries against AI engines and records whether you were mentioned, where you appeared, competitors mentioned, sentiment, and which websites were cited. It currently covers ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude. Otterly Otterly

One important caveat: no tool can tell you exactly what real ChatGPT users are asking or provide a feed of every spontaneous mention of your brand. These platforms sample representative prompts and monitor the resulting answers. YouGotRanked

If you're really cash-constrained

I'd actually do this:

1. Run ahrefs.com to establish a baseline. It checks ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces without signup. Ahrefs
2. If you see meaningful potential, put $29/mo into OtterlyAI and track ~10–20 high-value buyer prompts.
3. Set a weekly alert/report and watch mention rate + competitor share + citations, rather than obsessing over a single “AI ranking.”

Bottom line: OtterlyAI is the one I'd buy first. If you tell me your brand/product + category + monthly budget (e.g. $0, $30, $100), I can narrow it to the best option and suggest the exact prompts I'd monitor.

I'd actually do this:

Yes. If you're a startup with no developer resources, I’d start with OtterlyAI.

My shortlist

\*Prices can change; I checked current published information.

Why Otterly is my pick: it is essentially no-code: you define the prompts your prospects might ask, and it automatically runs them against multiple AI engines and reports whether your brand appears, where it ranks, sentiment, competitors, and citations. It currently covers seven major AI search engines. otterly.aiotterly.ai

The $29/month entry point makes it particularly appropriate for a bootstrapped startup. Its current site says pricing starts at $29/month and offers a free trial without requiring a credit card. otterly.aiotterly.ai

One important distinction

These aren't really monitoring every conversation an AI assistant has. They work by repeatedly testing a set of commercially relevant prompts and seeing whether your brand/product appears.

For example, you'd monitor prompts like:

• “Best [category] tools for startups”
• “[Competitor] alternatives”
• “What software should I use for [problem]?”
• “Best [product category] under $X”
• “Is [your product] worth it?”
• “Compare [your product] vs [competitor]”

That is actually more useful for marketing than trying to capture every incidental mention.

If your budget is ~$30–50/month, I'd choose OtterlyAI. If you're willing to spend ~$100+/month and want deeper competitive analytics, I'd look at Peec. Peec currently tracks visibility, position, sentiment and share of voice across AI platforms, but its starter brand plan is substantially more expensive. peec.ai

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

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.