The AI visibility tool boom: from a handful of products to 200+
The market is much larger than our first count suggested. Multiple current directories now map more than 200 AI visibility, GEO, AEO and AI SEO products. We keep a smaller 46-product sample for the historical chart because those are the launches for which we could establish a defensible public date.
tools
Elmo AI visibility directory
platforms
Temso and LLMrefs directories
dated launches
Our historical sample
products
Software Advice category
The market is already in the hundreds
Elmo's current directory lists 208 tools. Temso published a separate directory of 200+ platforms in April 2026, and LLMrefs also maintains a 200+ AEO, GEO and LLMO list. These inventories overlap heavily, but they independently put the category in the same order of magnitude.
Narrow software directories are smaller because they apply stricter commercial criteria. Software Advice currently lists 43 AI search visibility products, while Product Hunt's GEO category lists dozens. Once you include free graders, browser extensions, WordPress plugins, APIs, open-source trackers, MCP tools and small bootstrapped products, the long tail gets much larger.
A GitHub repository search for the narrow phrase "AI visibility" GEOalready returns hundreds of public projects. That is not the same as hundreds of independent companies: there are forks, demos, templates and abandoned projects. It is useful evidence of how quickly the tooling layer is spreading, but not a clean market-size number.
We can defend 200+ distinct tools today. We cannot yet defend a claim of thousands of distinct AI visibility products without counting duplicates, internal tools, agency utilities and experiments as products.
Why the chart still shows 46
A current directory count and a historical timeline need different evidence. It is easy to verify that a tool exists today. It is much harder to determine the day it first became a usable product. Company founding dates, stealth dates, funding dates, beta launches and Product Hunt launches are often different.
The daily curve below therefore uses only products and named modules where we found a sufficiently precise public launch signal. Month-only dates are placed on the 15th and labelled as estimates. The line should be read as a verified minimum, not the total number of tools that existed on each date.
In August 2024, the dated sample had one product: Profound. It reached 20 by June 2025, 30 by December 2025, and 46 by August 2026. The present-day ecosystem is now more than four times larger than that dated sample.
Daily cumulative dated sample
46 launches we can date with confidence
This is not the full 200+ tool market. It is the subset with a defensible public launch date. Month-only dates are placed on the 15th and marked as estimates in the source register.
Selected markers
AisoMar 2025How the category formed
2024: a few pure-play products
Profound is the first dated launch in our sample, on August 12, 2024. Otterly's company history places its initial product in October. SnowSEO appeared on Product Hunt later that month. Scrunch launched in November, according to TechCrunch's account of the company.
Spring 2025: the market becomes obvious
Peec launched in February. Semrush announced its AI Toolkit on March 4, and Ahrefs put Brand Radar into its March 5 product update. Aiso started that month. Superlines followed on March 19, then BrightEdge launched AI Catalyst in April.
2025 to 2026: the long tail explodes
Q2 2025 was the fastest quarter in our dated sample, with 10 launches. By 2026 the category had fragmented into dedicated monitoring platforms, content and execution products, local-search tools, ecommerce trackers, free auditors, plugins, browser extensions, APIs, open-source projects and modules inside traditional SEO suites. Our dated sample contains 26 launches from 2025 alone, but the current directories make clear that many more small products never produced a clean launch artifact we can reliably date.
The common product loop
Most tools still do the same four jobs
Choose prompts
Start with a prompt or topic set, typed by the customer, generated from keywords, inferred from competitors, or collected from real conversations.
Run AI answers
Send those prompts to ChatGPT, Gemini, Perplexity, Claude, Google AI surfaces, or a subset of them, then repeat the test on a schedule.
Create visibility metrics
Parse the answers for mentions, citations, position, sentiment, competitors, share of voice, and recurring source domains.
Suggest the next action
Add an audit, content brief, workflow, or distribution task. Newer products increasingly connect monitoring to execution.
Where the products actually differ
A feature checklist makes the market look more uniform than it is. These choices change what the number on the dashboard means:
- Where the prompt set comes from: synthetic prompts, search data, customer research, or real AI conversations.
- How the answer is collected: an API, a search endpoint, or the consumer interface a person actually uses.
- How much sampling is done across models, regions, languages, dates, and repeated runs.
- Whether the raw answer and source trail remain available for inspection.
- Whether the product stops at measurement or helps a team publish, distribute, and test changes.
What the 46-product dated sample includes
We included a product when public material showed a repeatable AI answer monitoring function and at least one visibility output: mentions, citations, rank or position, sentiment, share of voice, competitor presence, or source influence. A named module inside an established platform qualified if it had a distinct public release.
We use the earliest defensible public product evidence, not incorporation dates or a later funding announcement. Official release posts come first. Product Hunt and credible reporting fill gaps. Four sources only gave a month, so those entries are plotted on the 15th and labelled as month precision.
Known products such as Evertune, Bluefish AI and Knowatoa are absent from the dated curve because we could verify that they exist but not a sufficiently precise first public product date. They belong in the 200+ ecosystem, not in a daily historical series built from uncertain dates.
All 46 dated launches
20244 launchesOpenClose
OtterlyAI
Company says the initial product launched in October 2024; plotted at mid-month.
Scrunch AI
Reporting places the product launch in November 2024; plotted at mid-month.
202526 launchesOpenClose
Peec AI
Company materials place the launch in February 2025; plotted at mid-month.
Aiso
Aiso started in March 2025. Its first Product Hunt launch followed on May 21, 2025.
202616 launchesOpenClose
The dashboard is now the easy part
Aiso combines controlled prompt tracking with real, consent-based AI conversations and the search fan-outs behind answers. That helps separate a neat score from the demand and evidence that produced it.