AI persona test
We sent the same AI persona, a first-time visitor, to the homepages of 13 survey and research tools and asked it to find out what the product costs for a small team. Here is where it got there, where it got stuck, and whether AI assistants can read each site.
Checked October 28, 2026. One AI persona per site, starting from the homepage. One run is a snapshot: sites change, and a persona is a hypothesis about visitors, not a measurement.
SurveyMonkey
surveymonkey.com
100
Got there · 2 steps · readable by agents 5 of 5
The agent clicked Pricing and reached a page showing team plan prices ($30 and $92 per user per month), matching its report.
Typeform
typeform.com
100
Got there · 2 steps · readable by agents 5 of 5
The agent opened the Typeform pricing page, which shows plan prices, and its report of Plus at 56 USD/mo (3 users) and Business at 91 USD/mo (5 users) matches the page.
Tally
tally.so
100
Got there · 4 steps · readable by agents 5 of 5
The agent opened Tally's pricing page, which shows the free plan, Pro at $24/month and Business at $74/month, and its report matches those figures.
QuestionPro
questionpro.com
95
Got there · 2 steps · readable by agents 4 of 5
The agent clicked Pricing and reached a page listing plan prices, and the figures it reported match the page.
Fillout
fillout.com
95
Got there · 3 steps · readable by agents 4 of 5
The agent opened the Pricing page, which shows plan prices and the flat-fee, unlimited-seats model, and its report matches that page.
Maze
maze.co
95
Got there · 5 steps · readable by agents 4 of 5
The agent reached Maze's pricing page, which shows a Free plan and custom-priced Enterprise, and its report matches the page.
Qualtrics
qualtrics.com
95
Got there · 6 steps · readable by agents 4 of 5
The agent reached the Qualtrics pricing page, which plainly says how pricing works (usage-based on interactions, unlimited users, quote on request), even though the agent ended by looping on scrolling and never reported success.
Sprig
sprig.com
95
Got there · 6 steps · readable by agents 4 of 5
The Pricing page explains that pricing is enterprise-only and scales with response volume, activated capabilities and deployment environments. The agent kept scrolling and never reported an answer, but the page does show how pricing works.
SoGoSurvey
sogosurvey.com
95
Got there · 7 steps · readable by agents 4 of 5
The agent reached the SogoSurvey pricing page, which shows plan prices, and its reported figures match the page.
Jotform
jotform.com
95
Got there · 11 steps · readable by agents 4 of 5
The agent reached Jotform's pricing page, which shows plan prices, and its report of the plan prices and the Enterprise custom pricing matches the page.
Hotjar
hotjar.com
90
Got there · 4 steps · readable by agents 3 of 5
The agent landed on a Contentsquare page that plainly says the product is free with no credit card needed, and its report of 200k sessions and 100 survey responses matches the page text.
SurveySparrow
surveysparrow.com
45
Got stuck · 3 steps · readable by agents 4 of 5
The pricing page hides every price behind a personal-details form, so the agent found no price and no plain explanation of how pricing works, and it stopped at the form.
Alchemer
alchemer.com
25
Blocked by a bot check · 1 steps · readable by agents 1 of 3
The site returned a 403 Forbidden page on the first load, so the agent never got to any pricing information.
