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GEO Skills

Awesome GEO Tools

比较 GEO / AI 可见度平台的引擎覆盖、刷新、价格和数据接口。

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平台比较

Awesome GEO Tools Awesome

Generative Engine Optimization tools, compared on what they actually do. Which AI engines each one tracks, how often it refreshes, what it costs, and whether you can get the data out.

GEO, also called AEO or AI search visibility, is the practice of measuring and improving how often your brand shows up when someone asks ChatGPT, Claude, Gemini, Perplexity or Google's AI Overviews a question about your market.

There are already several lists of GEO tools. Most are link dumps. This one is a comparison table, because the only questions that matter when picking one of these are which engines it covers, how often it checks, what it costs, and whether you can pull the data into your own stack. Every figure below was read off the vendor's own pricing page in September 2026.


Maintained by RankSpot, and we are a GEO tool ourselves, so read this list knowing that. RankSpot sits in the table below with the same columns as everyone else, including the columns where competitors beat us. If you find an error in a rival's row, correct it and we will merge it.


Contents

How to read this list

Column Meaning
Engines Which AI systems the tool checks. AIO is Google AI Overviews, AI Mode is Google's conversational search surface. These are separate products and a tool covering one may not cover the other.
Refresh How often prompts are re-run. Daily is the norm. Weekly is cheaper to run and fine for slow-moving markets, but you will miss short-lived swings.
From Cheapest paid entry point per month. A ~ means the vendor does not publish a price and the figure comes from secondary sources, so treat it as a rough guide.
API Whether you can pull your own data out programmatically, and on which tier.
MCP Whether an AI agent can query the tool directly. See awesome-seo-mcp for how those connect.

Two warnings about the entry price. It usually buys a small prompt allowance, and prompts are the real unit of cost, so a $99 plan with 25 prompts can work out dearer than a $189 plan with 100. And several vendors gate engines behind tiers, so the cheapest plan often watches one engine, not all of them.

Prices change. Everything here was checked in September 2026. Check the vendor before you buy.

Dedicated AI visibility platforms

Built for this job and nothing else.

Tool Engines Refresh From API MCP
Profound ChatGPT only at entry, up to 9 engines on Enterprise Daily $99 Enterprise only No
Peec AI ChatGPT, Perplexity, Gemini and others Not published ~$95 Yes Yes
Otterly.ai ChatGPT, AIO, Perplexity, Copilot. Claude, Gemini and AI Mode are paid add-ons Daily $29 From $189 tier No
Rankscale ChatGPT, Perplexity, AIO, AI Mode, Gemini, Claude, Copilot, Grok, DeepSeek, Mistral and more, 18 in total Hourly to monthly $20 From $385 tier No
AthenaHQ ChatGPT, Perplexity, AIO, AI Mode, Gemini, Claude, Copilot, Grok, DeepSeek, Meta AI Continuous Free tier, then $295 Paid add-on No
RankSpot ChatGPT, Claude, Gemini, AIO Weekly $99 Via MCP Yes
Scrunch ChatGPT, Perplexity, Claude, Gemini, Copilot Not published Not published Not published No

A note on reading that table honestly: Rankscale covers by far the most engines for the least money, Otterly has the lowest entry price, and Profound has the deepest enterprise story. RankSpot refreshes weekly where most of this table refreshes daily, which matters if you are in a fast-moving market.

AI visibility inside an SEO suite

If you already pay for one of these, start here before buying a dedicated tool. You may already have it.

Tool Engines Refresh From API MCP
Ahrefs Brand Radar AIO, Gemini, Perplexity, ChatGPT, Copilot, AI Mode Daily $50 custom prompts, or $199 for the AI Visibility Index. Needs a paid Ahrefs plan Yes Yes
SE Visible AI Mode, AIO, Gemini, Perplexity, ChatGPT. Claude announced Daily $99 for 200 prompts Yes Yes
Semrush AI Visibility ChatGPT, AIO, AI Mode, Gemini, Perplexity, Claude Daily ~$99 for 25 prompts and 1 domain Yes Yes

Ahrefs is the outlier worth understanding. Its AI Visibility Index is built on a corpus of hundreds of millions of real prompts people actually typed, rather than only the prompts you think to track. That is a genuinely different data asset, and it is priced accordingly.

Tools that act, not just measure

Most of this category reports a number and stops. These go further and change something, which is a different product even though it is sold under the same label.

  • Profound has an agent action layer on its enterprise tier.
  • Scrunch delivers AI-optimised content to crawlers through its Agent Experience Platform.
  • AthenaHQ includes a content optimisation agent.
  • RankSpot generates and publishes articles and produces a weekly prioritised action list.

Worth deciding early which kind you want, because measurement tools and action tools are priced and evaluated completely differently.

Open source and self-hosted

Thin, and worth saying plainly: there is no open-source equivalent of Profound or Peec. Running real visibility tracking means paying for model calls at volume, which does not suit a free project. What does exist is tooling around the edges.

Project What it does Licence Stars Updated
alexpospekhov/searchstack-aeo Open-source AEO, GEO and SEO stack aimed at AI-native founders none 97 2026-05-04
jdillard/sphinx-llms-txt llms.txt generator for Sphinx documentation MIT 33 2026-08-03
apify/actor-llmstxt-generator Crawls a site and builds an llms.txt from its content Apache-2.0 32 2026-05-25
4hse/astro-llms-txt llms.txt generation for Astro sites MIT 22 2026-04-21
aircodelabs/llms-txt-generator Generates llms.txt and llms-full.txt MIT 19 2025-06-18
nermalcat69/astro-llms-generate Minimal llms.txt generator for Astro MIT 18 2025-08-25
Cairrot-Inc/cloudflare-ai-crawler-tracker Cloudflare Worker that detects and logs AI crawler traffic at the edge MIT 1 2026-04-01

There are also several open-source MCP servers that audit AI readiness, llms.txt and per-bot robots.txt rules. Those live in awesome-seo-mcp.

Free ways to check your AI visibility

Before paying anyone, these cost nothing and answer most of the early questions.

  • Just ask the models. Open ChatGPT, Claude, Gemini and Perplexity, ask the ten questions a customer would ask before buying from you, and write down who gets named. This is the whole category in manual form and it is free. Do it before you buy a tool, so you know what the tool should be telling you.
  • Check your server logs for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot, Bytespider and Meta-ExternalAgent. If none of them appear, no tool will fix that, your content is not being fetched.
  • Cloudflare AI Crawl Control, free if you are already on Cloudflare, shows which AI crawlers hit your site and lets you allow or block them per bot.
  • Free tiers. AthenaHQ has a free tier with starting credit, and several tools listed below run free one-off checkers.

AI crawler analytics

A different question from visibility: not "does AI mention me" but "does AI even read me". Underserved as a category.

Also in the category

Tools that come up repeatedly in the space and that we have not yet verified to the standard of the tables above. Listed so the list is honest about its coverage rather than pretending the category is only ten tools.

ZipTie, LLMrefs, Arobis, LLM Pulse, Local Falcon for local and map visibility, SEOmonitor for AI Overview tracking inside rank tracking.

Known by name but not yet verified, and we would take a PR adding any of them properly: Goodie AI, Evertune, Trakkr, Knowatoa, Gauge, Daydream, Bluefish AI, Writesonic GEO, Waikay, Hall, Rankability, Fokal, Conductor, BrightEdge.

What to look for when choosing

The questions that actually separate these tools, in rough order of how much they matter.

  1. Which engines, on the plan you can afford. Nearly every vendor advertises broad coverage and then gates most of it behind higher tiers. Check the engine list on the specific plan you would buy, not the marketing page.
  2. How prompts are counted. Prompts are the unit of cost. A prompt run daily against six engines may count as one prompt or as thirty checks depending on the vendor. This is the single biggest source of surprise bills.
  3. Whether you can get your data out. An API or MCP server is the difference between a dashboard you log into and data you can join against your own analytics. Several tools here have no export at any price.
  4. Whether it tells you what to do. Measurement is now commodity. The harder question is what to change, and only some of these attempt an answer.
  5. Whether it tracks the prompts you care about or the prompts people actually ask. Most tools track prompts you write yourself, which measures what you already thought of. A corpus of real user prompts finds the demand you missed.
  6. Sentiment and citation sources, not just mention counts. Being mentioned negatively, or being mentioned while a competitor is cited as the source, are different problems from not being mentioned.

Gaps worth filling

  • An open-source visibility tracker. Nothing credible exists, because model calls at volume cost money. A self-hosted tool that used your own API keys would fill a real hole.
  • Prompt-cost normalisation. No neutral way to compare what a plan actually buys across vendors that count prompts differently.
  • Log-based attribution. Connecting AI crawler hits to later AI citations is not solved by anyone.
  • Shared benchmarks. Every vendor grades its own homework. There is no public dataset of who gets cited for which queries over time.
  • Small-site pricing. The category floor is around $29 and most useful plans start near $99. Nothing serves a site that needs to track five prompts.

Related lists

Contributing

Corrections are especially welcome here, including corrections to entries for tools that compete with RankSpot. Prices and engine coverage in this category change monthly. See CONTRIBUTING.md.

License

CC0. No rights reserved, copy it freely.


Maintained by RankSpot. If you want to know whether ChatGPT, Claude and Gemini recommend your brand, that is the problem we work on.