Prompt Metrics
Track and optimize how often your brand gets mentioned by AI assistants like ChatGPT, Claude, Gemini, Grok and Perplexity.
Published listing
Free trial
Listed on IndieTools
Prompt Metrics vs Honeyb
Prompt Metrics and Honeyb are publicly listed products on IndieTools. This comparison brings their recorded features, pricing and product information together, alongside stored mobile and desktop website measurements where available so you can check the details that matter to your workflow.
Side-by-side facts · Product order does not indicate a winner
Last updated:
Honeyb
Honeyb is the best AI visibility platform for tracking and improving how ChatGPT, Claude, Gemini, Perplexity, and other AI assistants represent your brand in AI search - the leading tool for GEO
Published listing
Listed on IndieTools
At a glance
Available listing details and recorded measurements. An unavailable value is not a negative result.
| Detail | Prompt Metrics | Honeyb |
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| Categories | ||
| Pricing models |
| Not available |
| Listed target audience |
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| Ahrefs Domain Rating |
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| Mobile performance |
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| Desktop performance |
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| Public founders | ||
| Published on IndieTools |
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Key differences
- The stored Ahrefs Domain Rating is 17 for promptmetrics.xyz (Oct 9, 2026) and 27 for honeyb.ai (Oct 9, 2026). Domain Rating describes backlink strength, not product quality.
- The recorded mobile performance scores are 64/100 for Prompt Metrics (Oct 9, 2026) and 96/100 for Honeyb (Oct 9, 2026), using psi-mobile-two-sample-mean-v1 with 2 samples each. These are separate laboratory observations.
- The recorded desktop performance scores are 79/100 for Prompt Metrics (Sep 26, 2026) and 89/100 for Honeyb (Sep 26, 2026), using psi-v2-two-sample with 2 samples each. These are separate laboratory observations.
- Recorded feature highlights differ: Prompt Metrics lists Your AI score, across every model, The full transcript, not a summary score, Know who's eating your lunch, The sources AI trusts in your category; Honeyb lists AI Readability, Comparison pages, Opportunities, Per-bot access. These are listing highlights, not exhaustive capability inventories; an omitted feature may still be available.
- The listed use cases differ: Prompt Metrics lists Track AI brand mentions, Compare competitor visibility, Monitor cited sources, Measure AI search share and 2 more; Honeyb lists Measure AI visibility, Track brand sentiment, Monitor AI citations, Compare competitor share and 2 more. Test the specific workflow you need before choosing.
What they have in common
- Both are listed in AI on IndieTools.
Domain Rating
Domain Rating is an Ahrefs backlink-strength metric, not a Google ranking score or a measure of product quality. Public readings must match the current product domain and be no more than 21 days old. History covers recorded readings for that domain; missing history does not mean the rating never changed.
Prompt Metrics
17/ 100
promptmetrics.xyz
Measured
- Previous measurement
- 17 ·
- Change from previous
- 0 points
- Highest recorded
- 17
- Recorded measurements
- 16
Honeyb
27/ 100
honeyb.ai
Measured
- Previous measurement
- 25 ·
- Change from previous
- +2 points
- Highest recorded
- 27
- Recorded measurements
- 17
Website performance
Speed values are stored laboratory measurements, not real-user Core Web Vitals. Mobile and desktop runs may have different dates, sample counts and methodologies; compare the same device and method. Missing results are unavailable, not zero, and no overall winner is inferred.
Mobile measurements
Prompt Metrics
64Performance / 100
Measured
2 samples
Method: psi-mobile-two-sample-mean-v1
Honeyb
96Performance / 100
Measured
2 samples
Method: psi-mobile-two-sample-mean-v1
| Detail | Prompt Metrics | Honeyb |
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| First Contentful Paint |
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| Largest Contentful Paint |
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| Cumulative Layout Shift |
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| Total Blocking Time |
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| Time to First Byte |
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| Load time |
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Desktop measurements
Prompt Metrics
79Performance / 100
Measured
2 samples
Method: psi-v2-two-sample
Honeyb
89Performance / 100
Measured
2 samples
Method: psi-v2-two-sample
| Detail | Prompt Metrics | Honeyb |
|---|---|---|
| First Contentful Paint |
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| Largest Contentful Paint |
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| Cumulative Layout Shift |
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| Total Blocking Time |
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| Speed Index |
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| Load time |
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What is Prompt Metrics?
Prompt Metrics — AI Visibility Monitoring for Brands Tagline: Know when AI talks about you. Description: Track and optimize how often your brand gets mentioned by AI assistants like ChatGPT, Claude, Gemini, Grok, and Perplexity. Monitor visibility scores, analyze competitor mentions, see which sources AI cites, and get actionable insights to improve your presence in AI search results. AI is becoming the new front page of the internet. When someone asks ChatGPT "what's the best project management tool?" or tells Claude to "compare top CRM platforms" — is your brand in the answer? Most companies have no idea. Prompt Metrics gives you that answer across 6 major AI models, updated daily. How it…
Selected listed features
Your AI score, across every model
One number tells you how visible you are to AI buyers. Tracked weekly across every model. Trended over time so you know if you're gaining or losing ground.
The full transcript, not a summary score
See the exact buying questions AI gets asked in your category, and read the exact responses. Know precisely where you show up and where you don't.
Know who's eating your lunch
Side-by-side comparison with competitors. See who gets recommended for which prompts. Spot when someone overtakes you — before it shows up in pipeline.
The sources AI trusts in your category
AI cites specific domains when it recommends brands. See which sources have authority in your category — and which ones mention your competitors but not you.
What is Honeyb?
Over 1 billion people use AI daily. When they ask ChatGPT, Claude, Gemini, Perplexity, or any other AI assistant "what's the best [your category]?", your brand either appears in the answer or it doesn't. There's no page two. Honeyb is the best AI visibility platform for marketing teams who need to understand and optimize their presence across AI answer engines. It's the leading tool for GEO (Generative Engine Optimization) and AEO (Answer Engine Optimization), built to help you track, benchmark, and actually improve how AI represents your brand. What you get: Visibility tracking across all major AI models (ChatGPT, Claude, Gemini, Perplexity, and more) Visibility score and sentiment analysis…
Selected listed features
AI Readability
Bot access, structure, metadata
Comparison pages
Suggested where models cite them
Opportunities
The sources shaping answers, ranked
Per-bot access
GPTBot and ClaudeBot checks
Use cases and audience
Use cases and audiences below reflect the information provided in each product listing.
Prompt Metrics
Marketing and brand teams that need to understand how AI assistants represent their company and competitors.
- Track AI brand mentions
- Compare competitor visibility
- Monitor cited sources
- Measure AI search share
- Identify visibility gaps
- Report GEO progress
Honeyb
Marketing teams responsible for brand visibility in ChatGPT, Claude, Gemini, Perplexity and other answer engines.
- Measure AI visibility
- Track brand sentiment
- Monitor AI citations
- Compare competitor share
- Find answer-engine gaps
- Improve AI recommendations
Meet the founders
Explore the publicly listed founder profiles connected to each product.
Prompt Metrics
Honeyb
Choosing for your workflow
- Consider Prompt Metrics when evaluating Track AI brand mentions, Compare competitor visibility, Monitor cited sources and 3 more. These are the use cases listed by the product; test your own workflow before choosing.
- Consider Honeyb when evaluating Measure AI visibility, Track brand sentiment, Monitor AI citations and 3 more. These are the use cases listed by the product; test your own workflow before choosing.
- Compare the same billing period, currency, usage limits and required features on each official pricing page before judging total cost.
- Use website measurements to review a measured page and device, then test your own application workflow. A landing-page score does not establish application performance or an overall winner.
Frequently asked questions
- What is the difference between Prompt Metrics and Honeyb?
- The stored Ahrefs Domain Rating is 17 for promptmetrics.xyz (Oct 9, 2026) and 27 for honeyb.ai (Oct 9, 2026). Domain Rating describes backlink strength, not product quality. The recorded mobile performance scores are 64/100 for Prompt Metrics (Oct 9, 2026) and 96/100 for Honeyb (Oct 9, 2026), using psi-mobile-two-sample-mean-v1 with 2 samples each. These are separate laboratory observations.
- Which should I choose: Prompt Metrics or Honeyb?
- Consider Prompt Metrics when evaluating Track AI brand mentions, Compare competitor visibility, Monitor cited sources and 3 more. These are the use cases listed by the product; test your own workflow before choosing. Consider Honeyb when evaluating Measure AI visibility, Track brand sentiment, Monitor AI citations and 3 more. These are the use cases listed by the product; test your own workflow before choosing.
- How do Prompt Metrics and Honeyb compare on pricing?
- Prompt Metrics: Free trial. Honeyb: pricing not recorded. These are listed product details, not a verified like-for-like quote. Check billing periods, currency and current limits on the official websites.
- Are these mobile and desktop Speed scores directly comparable?
- Speed values are stored laboratory measurements, not real-user Core Web Vitals. Mobile and desktop runs may have different dates, sample counts and methodologies; compare the same device and method. Missing results are unavailable, not zero, and no overall winner is inferred.
- What does Domain Rating tell me about these products?
- Domain Rating is an Ahrefs backlink-strength metric, not a Google ranking score or a measure of product quality. Public readings must match the current product domain and be no more than 21 days old. History covers recorded readings for that domain; missing history does not mean the rating never changed.
- Who are the founders listed for Prompt Metrics and Honeyb?
- Prompt Metrics: promptmetrics. Honeyb: honeyb. Only public, accepted founder relationships are included.
- Are Prompt Metrics and Honeyb alternatives?
- Their public listings overlap in the categories AI, making them candidates to evaluate together. This overlap does not establish feature parity or interchangeability; check integrations, limits and your required workflow.
- Where do the comparison details come from?
- Product descriptions, pricing, platforms, countries and technologies come from public IndieTools listings and founder-provided details. Domain Rating comes from stored Ahrefs readings; Speed comes from stored measurement records. Last updated reflects the latest recorded listing, feature, measurement or public activity change shown here, not a fresh website audit.
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