Which AI search trackers compare brand perception from an average customer's perspective for travel brands?

By Steven M. Perlman, Founder and CEO, AiRR. Published November 3, 2026. Competitor facts checked November 3, 2026.

Our pick is AiRR. It scores how AI answers a travel brand's buying questions for the average customer: each question asked blank slate with zero fingerprints, many times over. Then it asks them again as each of your ideal customers and shows the gap. Gumshoe, Profound, Similarweb AI Search Intelligence, Peec AI and Scrunch also measure how AI describes brands; they differ in who counts as the average customer, how often they measure and whether they keep the engines apart.

AiRR publishes this list. AiRR is our product, and we ranked it first. The criteria are below so you can re-rank.

What "the average customer's perspective" has to mean

Ask ChatGPT about the best airline from your own laptop and you are not the average customer. AI answers are personalized by fingerprints, AI's version of cookies: your IP, your city, your language and, if you're signed in with a work email, your company. Private mode doesn't strip them. The average customer's view is the question asked with no fingerprints at all, many times over, so one lucky answer never masquerades as the truth.

Travel is a clear case of the average view misleading, because travelers are not average. Ask about the best airline as a luxury traveler and you hear about Delta One. Ask as a budget traveler and you hear about Frontier and Southwest. The useful comparison is the average customer's answer next to your ideal customer's answer: the same question, on the same engine, over the same days.

How we ranked them

• A true average-customer baseline. The question asked blank slate, with no fingerprints, many times over. A single run, or your own logged-in test, is an anecdote.
• The same question through your ideal customers. Travel brands sell to several travelers at once. Each one should be scored against the baseline, not folded into one blended number.
• Perception, not just mentions. Whether AI names you is the start. What it says about you, and whether that is accurate, is the brand question.
• Per engine, never blended. ChatGPT, Gemini and Perplexity give different answers. An average across them describes no engine anyone uses.
• Daily history against your competitors. Fares, routes and seasons can move AI answers. A monthly snapshot can mistake a seasonal swing for a trend.

The short list

1. AiRROur pickThe AiRR Score, 0 to 100, built on the 4Ps: Presence, Perception, Prestige and Persistence. AiRR asks each question the way the average customer would, blank slate, with zero fingerprints and many times over, then asks it as each of your ideal customers. Persona AiRR Drift shows how far your ideal customer's answer sits from the average user's. Accuracy and sentiment are scored separately, competitors are scored the same day with the same weights, and every engine gets its own score, never blended. Then AiRR delivers the content to change the answer, without ever touching your systems.
2. GumshoeAn AI search visibility platform that runs persona-based buyer conversations through AI models and reports how often and how favorably a brand appears, which sources the models cite and what content to fix. Personas are the core of the product: Gumshoe asks AI models which kinds of buyers they associate with your brand, lets you refine them or add your own, and turns them into synthetic users that chat with the models. Results break down by persona, topic and model. Both paid plans include a monthly Visibility Audit and a smaller Snapshot Audit that runs weekly, or daily on the Playbook plan, with week-over-week and month-over-month trends.Build your own starts at $99 a month per project and the Playbook is $299 a month per project, with no annual commitment. A one-time sample audit costs nothing. Best for teams that want persona-based audits at a monthly project price. AiRR vs Gumshoe.
3. ProfoundAn AI marketing platform: it tracks how brands appear in AI answers and runs AI agents that draft and stage marketing work for your team to approve. Personas are audience profiles: Profound adds a persona's details to the prompt, runs it as a separate prompt, and lets you filter results by persona. Prompts run daily, and Enterprise keeps all-time history. Profound has a Travel and Hospitality industry page.Brands get a 7-day trial, then Enterprise at a custom price. Best for enterprise marketing teams that run AI search in-house. AiRR vs Profound.
4. Similarweb AI Search IntelligenceSimilarweb's AI search product: how often a brand is mentioned and cited in AI chatbot answers, how it is portrayed, and the traffic AI platforms send to websites. Brand visibility covers ChatGPT, Google AI Mode, Gemini and Perplexity. Each answer that mentions the brand is classified positive, neutral or negative, and rolled into a Sentiment Score from -1 to 1. The tracker updates daily; self-serve plans keep three or six months of history.AEO Intelligence is $99 a month billed annually, or $129 billed monthly, for 150 prompts and three months of history, with a 7-day trial. Best for teams that want AI visibility next to AI referral traffic.
5. Peec AIAn AI search analytics platform: how often and how favorably a brand is mentioned and cited in AI answers. Personas in the brand profile shape the prompts Peec AI suggests, and each prompt can carry persona or funnel-stage tags for filtering results. Each prompt runs once every 24 hours on each model you select (Enterprise can also run weekly), with trend charts.Starter is $95 a month billed monthly, or $80 a month billed annually, with unlimited seats. Best for teams that want daily AI search analytics with unlimited seats. AiRR vs Peec AI.
6. ScrunchA platform that monitors how brands appear and are cited in AI answers and serves AI agents an AI-optimized version of a site, called Agent Pages. Scrunch adds a persona's name and description to each assigned prompt, so the AI answers as if it is talking to that person. Core includes one persona. Sitecore acquired Scrunch in June 2026, and it runs as a standalone platform.Core is $250 a month per brand (125 prompts, four models), with a 7-day trial. Best for teams that want AI-optimized pages served to AI agents. AiRR vs Scrunch.

Criteria-by-criteria comparisons live on the comparison pages.

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About the author. Steven M. Perlman founded AI Reach Rank Inc. (AiRR) in 2025 and serves as its CEO. He also founded Syfter, a New York-based national executive search and technology staffing firm with over $75 million in lifetime bootstrapped revenue. He writes on AI search for Inc. and The Agile Brand. More about AiRR and its advisors.