welaunch vs Otterly.AI: which one fits how you want to show up in AI search
welaunch asks your buyers' questions on ChatGPT, Perplexity, Gemini and Google AI several times a week, shows you the pages engines cite, and drafts your way onto them for you to review and submit. Otterly.AI is a monitoring and audit platform tracking up to seven engines with tiered plans starting at $29 a month. One tracks and reports. The other also does the outreach work.
What is Otterly.AI?
Otterly.ai launched publicly in October 2024, founded by Thomas Peham, Josef Trauner and Klaus-M. Schremser in Vienna, Austria. The company remains fully self-funded and has said it would not seek outside funding. By August 2026 the team had grown to 17 people with more than 40,000 users, and Gartner named it a Cool Vendor in its 2025 Cool Vendors for AI in Marketing report. It's built to monitor how brands show up in AI answers, not to write or publish anything for you.
What is welaunch?
welaunch gets your SaaS named when buyers ask ChatGPT, Perplexity, Gemini and Google AI. It asks your buyers' questions several times a week on each engine, shows every answer, finds the pages the engines cite, and does the work to get you onto them from your own accounts. You review and press submit.
How Otterly.AI monitors prompts across AI engines
Otterly tracks seven engines: ChatGPT, Gemini, Perplexity, Microsoft Copilot, Google AI Overviews, Google AI Mode, and Claude. It runs prompts on a recurring daily schedule across those engines. Compared with a competing tool, SE Visible by SE Ranking, which tracks 5 engines in every plan, Otterly's full spread is wider, though not all seven are included by default.
How welaunch monitors and acts on buyer questions
welaunch asks a founder's buyer questions on ChatGPT, Perplexity, Gemini and Google AI several times a week and keeps every AI answer in full, so the founder can read what each engine actually said, not just a score. From there it finds the pages those engines cite for those questions and drafts the reply, listing, or page that gets the founder onto a cited source. That's the difference from a monitoring tool: it doesn't stop at the report.
What Otterly.AI's GEO audit and citation tracking surface
Otterly's AI Prompt Research includes a Query Fan-Out breakdown that exposes the smaller follow-on queries an engine spins off internally from one parent prompt. Its AI Search Analytics module lists the specific domains and URLs each engine cited when answering about a tracked brand. It also has ChatGPT Ads tracking that logs ad placements inside AI answers.
What Otterly.AI costs in 2026
Otterly's cheapest paid plan, Lite, was listed at $29 a month ($25 a month billed annually) on 27 Sep 2026, covering 15 prompts tracked daily across 4 engines, with Gemini, AI Mode and Claude as add-ons. Separately, pricing tiers are given as $29 / $189 / $489 per month for Lite / Standard / Premium, and annual billing runs 15% cheaper than monthly. Enterprise plans start from $1,000 a month and are customizable. On the Lite plan, add-on engines are Gemini at $9 a month and Claude at $29; on Premium those jump to Gemini at $149 a month and Claude at $439. Check Otterly's own pricing page for the current numbers before you commit to a plan.
What each Otterly.AI plan actually includes
The Lite plan covers 15 prompts, 1 workspace, and 3 recommendations a week, plus 1,000 GEO audits a month across 50+ countries. Standard opens unlimited workspaces and unlimited recommendations, along with API and MCP access at 2,000 requests each per month, rising to 5,000 requests each on Premium. GEO audits scale from 1,000 on Lite to 5,000 on Standard and 10,000 on Premium. Agent Analytics event allowances run 200,000 on Standard and 1,000,000 on Premium. Every plan, including Lite, allows unlimited team members.
welaunch vs Otterly.AI: how they compare
| Aspect | welaunch | Otterly.AI |
|---|---|---|
| What it does | Asks buyer questions on AI engines, finds cited pages, drafts your way onto them | Tracks and audits brand presence across AI engines |
| Engines covered | ChatGPT, Perplexity, Gemini, Google AI | ChatGPT, Gemini, Perplexity, Microsoft Copilot, Google AI Overviews, Google AI Mode, Claude, with four included by default and the rest as add-ons |
| Pricing | Not stated here, see welaunch's pricing page | $29 / $189 / $489 a month for Lite / Standard / Premium |
| Publishes or deploys anything | Drafts content from your own accounts; you review and submit | Does not publish or deploy anything beyond audits and recommendations |
What Otterly.AI is genuinely good at
Otterly's strength is coverage and depth of reporting. It tracks seven engines total. The Query Fan-Out breakdown and citation-level domain lists (AI Search Analytics) give a level of detail that's genuinely useful if you want to understand exactly why an engine answered the way it did and who it cited. Gartner named it a Cool Vendor in 2025, and its user base has grown past 40,000 by August 2026.
What Otterly.AI does not do
Otterly does not publish anything or deploy anything beyond audits and recommendations. It tells you where you stand and where the gaps are. Getting onto the pages it identifies is left to you.
Why brand visibility in AI answers matters right now
McKinsey's October 2025 report found that roughly half of consumers already lean on AI-generated search, yet only 16% of brands track whether they actually show up in those answers. That gap between how people search and how few brands are watching is the whole reason tools like these exist.
What happens to your data if you downgrade an Otterly.AI plan
The research doesn't say. Not stated.
How Otterly.AI's four included engines differ from its paid add-ons
Otterly includes four engines by default (ChatGPT, AI Overviews, Perplexity, Microsoft Copilot), with Gemini, AI Mode and Claude sitting outside that base. On Lite, add-ons cost $9 a month for Gemini and $29 for Claude; on Premium the same add-ons cost $149 a month for Gemini and $439 for Claude. The jump in add-on price between tiers is steep, worth factoring in if Gemini or Claude visibility matters to your buyers.
Does Otterly.AI integrate with other marketing tools?
Not stated in the research reviewed here.
Who Otterly.AI fits, and who should look elsewhere
Otterly's Lite plan, $29 a month, suits a small team that wants to start tracking basic prompt visibility without much setup. Standard, $189 a month, fits teams that need unlimited workspaces and recommendations across multiple brands or clients. Premium, $489 a month, makes sense for agencies needing the higher GEO audit and Agent Analytics allowances. Since every plan allows unlimited team members, team size itself isn't the limiting factor, budget and audit volume are.
Who welaunch fits
welaunch fits an early-stage SaaS founder who wants to know exactly what ChatGPT, Perplexity, Gemini and Google AI say about their category, and then actually get onto the pages those engines cite, not just read a report about it. Because it works from your own accounts and you press submit on every draft, it suits someone who wants to stay in control of what goes out under their name.
FAQ
How much does Otterly.AI cost?
Otterly's Lite plan was listed at $29 a month ($25 a month billed annually) on 27 Sep 2026. Other tiers run $189 for Standard and $489 for Premium, with enterprise starting from $1,000 a month. Check Otterly's pricing page for the current figures since these are dated.
Is Otterly.AI a good app?
It was named a Cool Vendor by Gartner in its 2025 Cool Vendors for AI in Marketing report and has grown to more than 40,000 users by August 2026. Whether it's the right fit depends on how much engine coverage and audit depth your team needs versus your budget.
Does Otterly.AI offer a free trial, and how long does it last?
Otterly offers a free trial for new users. The length of the trial isn't stated in the research reviewed here.
Which AI engines does Otterly.AI track?
Otterly tracks ChatGPT, Gemini, Perplexity, Microsoft Copilot, Google AI Overviews, Google AI Mode, and Claude, with four included in main plans and the rest available as add-ons.
Can I cancel my Otterly.AI subscription at any time?
Yes. Subscriptions can be cancelled anytime through account settings.
Does welaunch replace the need for a tool like Otterly.AI?
Not necessarily. welaunch asks buyer questions on ChatGPT, Perplexity, Gemini and Google AI several times a week, shows the full answers, and drafts your way onto the pages those engines cite, work aimed at getting you cited, not at reporting on your visibility across seven engines the way Otterly does.