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Vouch vs Peec AI: AI visibility tools compared

Peec AI is the better choice if you want CSV exports on every plan, an API, a Looker Studio connector or Naver AI coverage. Vouch costs less to start and shows the follow-up question in a buying conversation where AI 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 Peec AI comes from its own website, checked on the day shown above.

At a glance

Vouch Peec AI
Assistants tracked 7: ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, Google AI Mode, Copilot (see methodology) 3 chosen from 6 on Starter to Advanced (ChatGPT, AI Mode, AI Overviews, Microsoft Copilot, Gemini, Naver AI); more as paid add-ons, Perplexity included; Claude on Enterprise
Entry price $39 a month (Starter) $95 a month (Starter)
Buyer-conversation view Yes: six-stage Threads on ChatGPT, Claude, Gemini and Perplexity Not stated on their site
Alerts No Not stated on their site
Exports HTML report on every paid plan; no CSV CSV on every plan; API from Pro; Looker Studio connector from Advanced

What Peec AI does well

Peec AI is a clear, prompt-based tracker. Its site describes visibility, position and sentiment for each prompt, prompts organised with tags, AI-suggested prompts with search volumes, competitor comparison, and the source domains that assistants cite, such as review sites, Reddit and editorial publications. It turns that into suggested actions. For reporting, it lists CSV exports on every plan, an API from the Pro plan, a Looker Studio (Data Studio) connector from Advanced and an MCP server on all plans. It is also one of the few tools we checked that lists Naver AI, which matters if you sell in Korea.

Where Vouch is different

Peec AI measures how you appear in answers to your prompts. Vouch measures what happens when 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.

Vouch's Starter plan is $39 a month for one project, 15 tracked prompts, two Thread slots, one country and one seat.

Choose Peec AI if

  • You need CSV exports, an API or a Looker Studio connector for your own reporting.
  • You track Naver AI, or want Grok, DeepSeek or Qwen on an Enterprise plan.
  • Your main question is how visible you are across many prompts, with sources and sentiment.

Choose Vouch if

  • You want to see the follow-up question where assistants stop recommending you, and who replaces you.
  • You want Claude and Perplexity tracked on the entry plan.
  • You want the lowest entry price of the two.

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

Sources: peec.ai, peec.ai.

Common questions

Is Vouch cheaper than Peec AI?

At entry level, yes. Vouch's Starter plan is $39 a month. Peec AI's Starter plan is $95 a month on its pricing page, with Pro at $245 and Advanced at $495. The plans include different things, so compare limits as well as price.

Does Peec AI track multi-turn buyer conversations?

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

Which assistants does each tool cover?

Peec AI's Starter, Pro and Advanced plans let you choose 3 active models from ChatGPT, AI Mode, AI Overviews, Microsoft Copilot, Gemini and Naver AI, with extra models, Perplexity among them, as paid add-ons; Enterprise adds models including Claude, Grok and DeepSeek. Vouch tracks ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, Google AI Mode and Copilot on every plan.

Can I export data from Vouch like I can from Peec AI?

Not in the same way. Peec AI lists CSV exports on all plans and an API from Pro upwards. Vouch offers an HTML report download on every paid plan and has no CSV export, API or alerts today.

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