Otterly.AI: Product, team and how it was built
Otterly.AI (AI search monitoring and optimization (brand mentions in ChatGPT, Perplexity, Google AI answers), Austria): 40K marketing professionals using it (company figure), August 2026. Evidence grade E: no revenue figure was checked. Team: 3 co-founders in 2024 (company About page); 17 people on the company's team page, read November 2026. Launched October 2024; still running, revenue growing.Added 5 November 2026
- Outcome
- 40K marketing professionals using it (company figure), August 2026Revenue growing
- Evidence
- E no revenue figure was checked
- Launch
- October 2024
- Status
- Still running
- Team
- 3 co-founders in 2024 (company About page); 17 people on the company's team page, read November 2026
- Outside funding
- None: "without venture capital funding" (MilestoneWins, quoting the company's May 2026 award announcement)
- Group
- SEO and AI search
- Main channel
- Not stated
What is not verified
No revenue figure was found. The sources read (company pages, its llms.txt, a MilestoneWins profile and Wayback copies) give user counts but no revenue, payment-processor profile or filing. The headline 40,000 users is the company's own figure from its About page; its llms.txt says 30,000 or more, and nothing says how many users pay. The company's GlobeNewswire release could not be read (the site refused the request). A reader could look for an interview with revenue figures or a published financial statement of OtterlyAI GmbH. This story is grade E: the business is real and its product, price and customers are described from public pages, but no revenue figure was checked. Aiolum shows it as an idea worth studying, not as proof that it makes money.
Otterly.AI is an AI search monitoring tool: software that asks AI assistants the questions that buyers ask and records what the answers say about a brand. Its company page calls the work GEO (generative engine optimization), which means changing a website so that AI answers mention it or link to it, in the same way that SEO means changing a website so that Google ranks it.
Thomas Peham, Josef Trauner and Klaus-M. Schremser, all from earlier software companies, had the idea in 2024 and launched the first version in October 2024. The company says more than 1,000 marketers used it by December 2024 and 40,000 marketing professionals by August 2026. The company's team page lists 17 people today, and a MilestoneWins profile, quoting the company's May 2026 award announcement, says it was built without venture capital.
No revenue figure was found in any source read. The headline is the company's own user count, which nobody outside the company has checked; its own llms.txt file gives a lower figure, 30,000 or more.
How much revenue does Otterly.AI make?
Each row shows the evidence grade and the source numbers from the list at the end of this page. The grades are explained in How Aiolum verifies.
| Fact | Value | Grade | How we know | Sources |
|---|---|---|---|---|
| Revenue | not published | E | No revenue figure, payment-processor profile or filing was found in the sources read. | [1, 6, 7] |
| Users, August 2026 | 40,000 marketing professionals | C | Company's About page: "40,000 marketing professionals using OtterlyAI, as of August 2026". The company's llms.txt, read the same day, says "30,000+". | [1, 7] |
| Earlier user counts | more than 1,000 by December 2024; 10,000 in 2025; over 20,000 by early 2026; more than 30,000 in May 2026 | C | Company About page and team page; the May 2026 figure is from MilestoneWins, quoting the company's award announcement on GlobeNewswire (not read: that site refused the request). | [1, 2, 6] |
| Launch | October 2024 | C | Company About page and team page. A Wayback copy of the home page from 19 August 2024 already shows the monitoring product for AI Overviews, Perplexity and ChatGPT. | [1, 2, 8] |
| Founders | Thomas Peham (CEO), Josef Trauner (CPO), Klaus-M. Schremser (CRO) | C | Company About page. It lists earlier exits for Trauner (to saas.group in 2023) and Schremser (to Atlassian, APA and saas.group). | [1] |
| Team, November 2026 | 17 people | C | Company team page: "Today, the OtterlyAI team consists of 17 people working across product, engineering, marketing, and customer success." The page shows an update date of 1 January 2024, which cannot be right, as it describes events of 2026. | [2] |
| Company | OtterlyAI GmbH, register number FN 647749 y, St. Pölten court, Austria | C | Company imprint page, also in a Wayback copy of June 2025. A fully remote company per its llms.txt. | [5, 7] |
| Outside funding | none reported | C | MilestoneWins, 21 October 2026, quotes the company's announcement: "built without venture capital funding". | [6] |
| Prices | US$29 to US$489 a month, Enterprise custom | C | Company pricing page, monthly billing; 15% off when billed yearly. | [3] |
| AI engines tracked | ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini, Microsoft Copilot, Claude | C | Home page and pricing page; three of them are add-ons. | [3, 4] |
| Awards | 2025 Gartner Cool Vendor for AI in Marketing; Best AI Search Software Solution, European Search Awards, May 2026 | C | Company pages and MilestoneWins; the award documents themselves were not read. | [1, 6, 7] |
| Time from launch to the August 2026 user count | 22 months | calc | Calculated: October 2024 to August 2026. | [1] |
How to read this table: grade E means no revenue figure exists in the sources. Grade C values are statements by the company on its own pages or by a profile that quotes the company. A "calc" value was computed on this page.
| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Lite | 29 | 15 prompts, 4 AI engines, daily tracking | |
| Standard | 189 | 100 prompts, API and MCP access | |
| Premium | 489 | 400 prompts, API and MCP access | |
| Enterprise | custom | from 1,000 prompts, single sign-on |
The page shows monthly prices and an "Annually 15% off" switch; the yearly amounts are not in the page's HTML, so the yearly column is left empty. Every plan has a free trial (MilestoneWins says 7 days). Claude, Google AI Mode and Gemini tracking are paid add-ons. Extra prompts cost US$99 per 100 on Standard and Premium.
When did Otterly.AI launch, and how did it grow?
From an idea in 2024 to 40,000 claimed users in about two years. Each entry carries its grade.
- 2024CThe three founders have the idea after Google adds AI Overviews, and interview more than 50 marketing leaders. [1, 2]
- 19 August 2024CThe home page (Wayback copy) offers monitoring for Google AI Overviews, Perplexity and ChatGPT: "Think of SEMrush or Ahrefs for LLMs." [8]
- October 2024CFirst product launch; more than 1,000 marketers use it by December 2024. [1, 2]
- 2025CTechnology partnership with Semrush (January), Otterly 2.0 (June), Gartner Cool Vendor, and growth to 10,000 users. [1, 2]
- May 2026CBest AI Search Software Solution at the European Search Awards, with more than 30,000 users, as MilestoneWins reports the company's announcement. [6]
- August 2026CThe company says 40,000 marketing professionals use it; the team page lists 17 people. [1, 2]
Why did Otterly.AI work?
Four causes, in the order they mattered. Each one is a reusable lesson.
Early entry
The founders started when AI answers in Google and ChatGPT were new, and the product was on the web by August 2024. A new category gave a small company press coverage, a Gartner listing and an award before larger SEO suites added the same feature.
A known model: SEO tracking, moved to AI answers
The 2024 home page described it as "SEMrush or Ahrefs for LLMs": instead of tracking where a page ranks for a keyword, it tracks whether a brand appears in the answer to a prompt. Marketing teams already pay for rank tracking, so the buyer and the budget already existed.
Self-serve trial plus partners
A US$29 plan with a free trial lets single marketers start alone. MilestoneWins describes Peham's account on a podcast of a product-led tool that reaches enterprise clients through partnerships; the site has agency and technology partner programs.
How it was built
The company has not published its technical stack. These points come from its own pages (grade C). [3, 4, 7]
- The app runs a customer's list of prompts against each AI engine every day and stores the answers, the cited links and a sentiment score.
- A Public API and an MCP server (a standard interface that lets AI assistants read data from other tools) give access to the reports on the Standard plan and above.
- Prompt research generates likely buyer questions from a keyword, a brand name or a URL.
- Free side tools (AI keyword research, query fan-out, AI crawler simulation) sit on the main site.
Tools named in the sources
Each one opens its page in the Tools tab, with every story that uses it.
Who tried this before Otterly.AI, and why did they fail?
Three companies in our database of failed startups built on search or on another company's data and failed. The values below are from that database and are not independently verified.
Topsy
The promiseReal-time analytics that made sense of social media posts.
Why it diedApple bought it and shelved it, while changes at Twitter, the data source, and its API ended the business.
Neeva
The promiseAn ad-free search engine for US$5 a month.
Why it diedFew people paid for search, and ChatGPT changed how people search.
Ask Jeeves
The promiseSearch by asking a question in plain words.
Why it diedHuman editors could not scale to billions of pages, and Google's ranking won.
The failed startups come from our database of 1,749 dead startups, retold here in our own words. Its entries are AI-assisted summaries of public sources, so these cards carry no evidence grade.
What changed
Topsy built analytics on another company's data and ended when that data source changed. Otterly.AI is the same kind of business: its data is the answers of AI engines that other companies control. Ask Jeeves and Neeva show that a new way of searching can be replaced by another one within a few years.
The difference is that Otterly.AI does not try to be the search engine; it measures several of them at once and sells to marketing budgets that already exist. If one AI engine fades, the customers still need to know about the others.
Can one person copy Otterly.AI now?
The category, no. The pattern, yes.
AI search monitoring now has many tools, so a new general one would start late. The pattern is open: when a new place where people find products appears, build the tool that measures a brand there, for buyers who already pay for the old measurement tool.
Where it is still open: Narrow versions for one industry or one language, AI answers inside shopping or travel apps, and measurement of AI agents that visit websites.
- 1Watch for a new channel where customers search or ask, before the large analytics suites cover it.
- 2Interview the people who own the budget (Otterly's founders interviewed more than 50 marketing leaders).
- 3Sell a cheap self-serve plan with a free trial, and a higher plan with API access for agencies.
- 4Collect third-party recognition (analyst lists, awards) to win larger customers without a sales team.
What could go wrong for Otterly.AI?
The risks are the mirror image of the causes above.
What is not verified
No revenue figure was found. The sources read (company pages, its llms.txt, a MilestoneWins profile and Wayback copies) give user counts but no revenue, payment-processor profile or filing. The headline 40,000 users is the company's own figure from its About page; its llms.txt says 30,000 or more, and nothing says how many users pay. The company's GlobeNewswire release could not be read (the site refused the request). A reader could look for an interview with revenue figures or a published financial statement of OtterlyAI GmbH.
Team that grew
Three co-founders started it in 2024. The team page now lists 17 people, and the About page links to open jobs. The founders came from earlier software companies with exits, so this is an experienced team, not first-time founders. No source reports outside funding.
Competition and dependence on AI providers
Many tools sell AI search tracking; on this site Promptmonitor (sold for US$85K, the founder reported), AI Peekaboo, BrandAxis and RankWit AI do similar work, and large SEO suites have added it too. The product's data is the answers of ChatGPT, Google, Perplexity, Microsoft and Anthropic; the pages read do not say whether it uses official APIs or the consumer interfaces, and a change in access or terms by any of them would change what it can measure.
Customer logos and awards
The llms.txt lists brands such as Roche, Garmin and Opera as users without a linked case study for each in the sources read, and the awards are cited from the company's own pages and a profile that quotes them.
Sources
The grade next to each source is the best grade that the source can support. "Read in full" means that the text of the page was downloaded and the numbers were checked in it.
- C OtterlyAI: About Us, read November 2026Read in full. Founders, the 2024 idea, the October 2024 launch and the user counts to August 2026.
- C OtterlyAI blog: Meet the OtterlyAI Team (6), read November 2026Read in full. Founding in 2024, the team of 17 and the user growth to early 2026.
- C OtterlyAI: Pricing, read November 2026Read in full. Plans, limits and add-ons.
- C OtterlyAI home page, read November 2026Read in full. Product description and engines tracked.
- C OtterlyAI: Imprint, read November 2026 (also Wayback copy of 11 June 2025)Read in full. Company name and register number.
- C MilestoneWins, 21 October 2026: Bootstrapped Into the AI Search Era, and First to Win the Industry's New AwardRead in full. Profile that quotes the company's GlobeNewswire announcement and a podcast; source for no venture capital, 30,000 users and the May 2026 award.
- C OtterlyAI llms.txt, read November 2026Read in full. The company's summary for AI agents: 30,000+ users, customer names, remote company in Austria.
- C Wayback copy of otterly.ai, 19 August 2024Read in full. Shows the product before the stated October 2024 launch.
- C Database of failed startups, local exportLocal export. AI-written summaries, not independently verified. Source for the failed predecessors.
Run this company? Send corrections or a verified figure to aiolum@livyden.com