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Vouch vs Otterly.AI: AI visibility tools compared

Otterly.AI starts at $29 a month and Vouch at $39. Otterly.AI is the better choice if you want brand mention alerts, a content audit, a Looker Studio connector or an API (from Standard). Vouch includes Claude, Gemini and Google AI Mode on its entry plan and shows the follow-up question where assistants stop recommending you.

Prices checked 30 October 2026.

Last updated by Vouch

Single-prompt tracking compared with a ThreadSingle-prompt tracking records one answer: named or not. A Thread records six answers and shows the stage where the brand drops out and which rival is chosen.Single-prompt trackingBest electric cycles under 50,000?Your brand: NamedOne answerNamed or not. The conversationthat follows is never seen.A Vouch Thread1. DiscoveryNamed2. ShortlistNamed3. ObjectionNamed4. TrustDropped5. ValueNot named6. DecisionRival chosenSix answersWhere you drop out, and who replaced you.
Single-prompt tracking sees one answer. A Thread sees the whole conversation, so it shows where a brand drops out and who takes its place.
Example data
The Thread diagnosis for a Demo Cycles prompt: the brand survives Discovery, Shortlist and Objection and is dropped at Trust; a bar per stage shows where the 5 conversations ended, 3 of them at Trust; the killer question is stage 4, Trust, “Is their after-sales service reliable?”; Rival Bikes was named instead and rivalbikes.example was the source cited; the recommendation is to publish service centre locations and warranty terms on one page.
The diagnosis: the killer question, who replaced the brand, the sources the assistant cited and what to publish next. Example data from the built-in demo brand Demo Cycles, not a real customer.

Vouch wrote this page, so read it knowing we are one of the two tools compared. Every fact about Otterly.AI comes from its own website, checked on the day shown above.

At a glance

Vouch Otterly.AI
Assistants tracked 7: ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, Google AI Mode, Copilot (see methodology) 4 included (ChatGPT, Google AI Overviews, Perplexity, Microsoft Copilot); Google AI Mode, Gemini and Claude as paid add-ons
Entry price $39 a month (Starter, 15 tracked prompts) $29 a month (Lite, 15 search prompts)
Buyer-conversation view Yes: six-stage Threads on ChatGPT, Claude, Gemini and Perplexity Not stated on their site
Alerts No Yes: when brand mentions change
Exports HTML report on every paid plan; no CSV Reports and export on every plan; Data Studio connector from Standard

What Otterly.AI does well

Otterly.AI keeps prompt tracking simple and affordable. Its site describes a brand report with brand coverage over time and average brand position, the links that AI answers cite, alerts when brand mentions change, and a content audit that checks every page for crawlability, AI readiness and citation potential. Its plans run from Lite at $29 a month to Standard at $189 and Premium at $489, with Enterprise from 1,000 prompts, and it lists an API from Standard upwards for reports, prompts and citations. If you mainly want to know whether you are mentioned and cited, at a low price, it is a sensible pick.

Where Vouch is different

Otterly.AI tracks how you appear in answers to your prompts. Vouch tracks what happens as the buyer keeps asking. A Thread asks an assistant six questions in order: Discovery, Shortlist, Objection, Trust, Value and Decision. Vouch records the stage where your brand stops being named, the question that did it, and which brands were named instead. The Vouch Rate turns a week of those conversations into one score. Our methodology explains how each assistant is asked, and killer questions explains why one follow-up often decides the sale.

For $10 more than Otterly.AI's Lite, Vouch's Starter includes Claude, Gemini and Google AI Mode with no add-on, plus two Thread slots, one country and one seat. On Lite, those add-ons cost $9 a month each for Google AI Mode and Gemini and $29 a month for Claude, so Lite with all three comes to $76 a month.

Choose Otterly.AI if

  • You want alerts when your brand mentions change.
  • You want a page-by-page content audit for AI crawlers.
  • You need a Data Studio connector or an API (from Standard) for reporting.
  • You track many prompts and want to scale on one tracker.

Choose Vouch if

  • You want to see the follow-up question where assistants stop recommending you, and who replaces you.
  • You want Claude, Gemini and Google AI Mode included at the entry price.
  • You want one weekly score for how often you survive to the recommendation.

Vouch is invite-only for now. To see how Vouch asks each assistant and scores a conversation, read the methodology.

Sources: otterly.ai, help.otterly.ai, webflow.otterly.ai, webflow.otterly.ai.

Common questions

Is Vouch cheaper than Otterly.AI?

Not at entry level: Vouch's Starter plan is $39 a month and Otterly.AI's Lite plan is $29, and both include 15 prompts. Otterly.AI's pricing page lists Google AI Mode, Gemini and Claude as paid add-ons, which bring Lite to $76 a month; Vouch includes all seven of its assistants on every plan.

Does Otterly.AI track multi-turn buyer conversations?

We did not find multi-turn or follow-up conversation tracking described on Otterly.AI's pricing or home page when we checked. Otterly.AI reports brand coverage, average position and cited links. Vouch's Threads ask six questions in a row and record where your brand is dropped.

Does Otterly.AI have alerts?

Yes. Otterly.AI's home page describes alerts when brand mentions change. Vouch has no alerts today.

Can I export data from either tool?

Otterly.AI lists detailed reports and export on every plan and a Data Studio connector and an API from Standard upwards (2,000 API requests a month on Standard). Vouch offers an HTML report download on every paid plan and has no CSV export or API today.

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