Head-to-head

Suede AI vs. Otterly.AI: who ships the fix

Otterly.AI is AI search monitoring software that your team runs. Suede AI SEO is a founder-run service that measures what AI engines answer about you and ships the schema, llms.txt, entity and PR fixes into your site. Same goal, different owner of the work.

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  • Free AI visibility assessment in three business days
  • Thirty-day sprint, quoted case by case
  • 90-day results refund on the retainer Terms

The short answer

  • Otterly.AIAI search monitoring software with GEO audits. Your team ships.
  • Suede AI SEOA founder-run managed service that ships the fixes into your site and measures again.
  • PriceOtterly.AI: pricing varies (pricing page). Suede AI: free assessment, then a sprint quoted case by case.

Otterly.AI facts come from its own public pages, checked November 3, 2026. Suede AI facts come from pages published on this site.

Suede AI vs. Otterly.AI, in one line: Otterly.AI is AI search monitoring software that shows your team where AI engines leave you out and helps it act; Suede AI SEO is a managed GEO service that does the work itself, ships the repairs into your site and the sources engines cite, and proves the change on the same prompts. Pick on who you want owning the shipping.

Every statement about Otterly.AI below comes from Otterly.AI’s own public pages, linked where it is used and checked November 3, 2026. Statements about Suede AI come from pages already published on this site. For a buyer weighing a move away from Otterly.AI, the Otterly.AI alternative page covers switching.

What is the difference between Suede AI and Otterly.AI?

Otterly.AI titles its home page “AI Search Monitoring Tool” and sells to marketing teams and agencies (otterly.ai, checked November 3, 2026). Its product menu lists Prompt Research, AI Search Analytics, Brand Profiling, AI Search Optimization, Agent Analytics, ChatGPT Ads Tracking, an MCP server and an API.

Every plan lists a Generative Engine Optimization audit, a crawlability audit, a content check, GEO URL audits (1,000 a month on Lite, 5,000 on Standard, 10,000 on Premium) and AI search optimization with recommendations. Your team acts on the findings.

Suede AI SEO is a service, not a seat. The founder measures what ChatGPT, Perplexity, Gemini and Google AI Overviews answer on a prompt set you approve, repairs what those engines read, on your site and off it, and measures again on day thirty with the same prompts, engines and method. The software helps your team do the work; Suede AI does the work and hands you the evidence.

How do Suede AI and Otterly.AI compare, row by row?

Compared onOtterly.AISuede AI SEO
CategoryAI search monitoring software with GEO auditsFounder-run managed GEO service: SEO, AEO and GEO work shipped to your site
Who does the workYour team, from the GEO audits and recommendationsThe founder, with agents he built and maintains; not resold
What ships to your siteWhat your team ships from the audit findings and recommendationsCrawler access, schema, an llms.txt, entity records and page structure shipped to your production site, with a source diff and a live readback
Third-party sourcesCitation source tracking and link citation analysisThe third-party record engines cite (press, directories and profiles), worked through AI PR
Engines4 on every plan (ChatGPT, Google AI Overviews, Perplexity, Microsoft Copilot); Claude, Google AI Mode and Gemini as add-onsChatGPT, Perplexity, Gemini and Google AI Overviews, on the prompt set you approve
Usage modelSearch prompts per plan, tracked dailyOne engagement: a fixed prompt set, a dated baseline and a second measurement
PricePricing varies; see the Otterly.AI pricing pageFree AI visibility assessment, then the thirty-day answer-share sprint quoted case by case, then a monthly retainer quoted in a reply
Data you can take awayReports and export on every plan; API, MCP and a Data Studio connector from StandardThe captures, the source diff, the production URL, and the receipts page
Access neededAn account and your search promptsRepo or CMS access for the repairs
What you are promisedThe software, its data and the support listed for your planA dated baseline, the shipped repairs and a second measurement on the same prompts, backed by a 90-day results refund on the retainer (terms)

The Otterly.AI column is drawn from its home page and pricing page, checked November 3, 2026. The Suede AI column restates the comparison page, the implementation page and the terms page.

How much does Otterly.AI cost, and how is Suede AI priced?

Otterly.AI pricing varies by plan and usage, and its pricing page carries the current figures. The plans it lists, checked November 3, 2026:

Suede AI prices the outcome work, not seats or prompts. The AI visibility assessment is free and back within three business days. The thirty-day answer-share sprint is quoted case by case after it, and the Compound retainer that keeps the gains is quoted in a reply. Every fee is confirmed in writing before work starts. Each sprint closes with a second measurement on the same prompts, so you see exactly what the fee bought.

How does each one measure AI visibility?

Otterly.AI. Otterly.AI tracks your search prompts daily and reports brand visibility, share of voice, sentiment, a Brand Visibility Index and the sources each answer cites.

Suede AI SEO. Answer share: how often the engines name you across a fixed prompt set you approve, captured with dates and screenshots on day one and again on day thirty. Same prompts, same engines, same method, so the before and after compare cleanly and you can re-run the measurement yourself. The method is set out on how to measure generative engine optimization.

Who ships the changes that move the answer?

With Otterly.AI, the shipping sits with your team, from the GEO audits and recommendations. With Suede AI, the founder ships it in your repo or CMS:

Each repair ships as a pull request with a source diff and a live readback. See GEO and AEO implementation for the full scope.

Can you use Otterly.AI and Suede AI together?

Yes. A platform and a service answer different questions. Suede AI measures on its own dated captures, so the sprint does not depend on any tool, and a team that already tracks in Otterly.AI can keep doing so and read the change there too. The free AI citation check takes one reading of your category today.

Compare Suede AI with other tools: Profound, AthenaHQ, Peec AI, Scrunch, Semrush AI Visibility Toolkit and Ahrefs Brand Radar. Every comparison is on the comparison hub.

Suede AI vs. Otterly.AI: questions

Is Suede AI a Otterly.AI competitor?

For the same goal, yes: being named when buyers ask AI engines about your category. Otterly.AI is AI search monitoring software your team runs. Suede AI SEO is a founder-run managed GEO service that measures the answers, ships the repairs to your site and the sources engines cite, and measures again on the same prompts.

How much does Otterly.AI cost compared with Suede AI?

Otterly.AI pricing varies; its pricing page has the current plans. Suede AI starts with a free AI visibility assessment, then a thirty-day answer-share sprint quoted case by case, then a monthly retainer quoted in a reply.

Which AI engines do Otterly.AI and Suede AI cover?

As of November 2026 every plan tracks ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot, with Claude, Google AI Mode and Gemini sold as add-ons. Suede AI measures ChatGPT, Perplexity, Gemini and Google AI Overviews on a fixed prompt set you approve, before and after the repairs.

Who makes the changes with Otterly.AI and with Suede AI?

With Otterly.AI, your team ships the changes the software surfaces or drafts. With Suede AI, the founder ships crawler access, schema, an llms.txt, entity records and page structure to your production site and works the third-party sources engines cite, with a source diff and a live readback.

Can I run Otterly.AI and Suede AI SEO together?

Yes. Keep Otterly.AI for tracking and hand Suede AI the shipping. Suede AI measures on its own dated captures, so the sprint stands on its own, and your team can read the change in Otterly.AI as well. The Otterly.AI alternative page covers moving the work over.

See your gap before you buy either

The free AI visibility assessment shows your answer share today, the buyer prompts where an engine named someone else, the sites it quoted instead, and the reasons. Dated, and back within three business days, whichever way you decide.

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Sources


Jason Colapietro is the founder of Suede AI, which runs the SEO, AEO and GEO practice at suedeai.ai/seo from West Palm Beach, Florida. Facts about Otterly.AI are taken from its public pages as linked and checked November 3, 2026.