Why this work is hard
Teams sharpening how they describe themselves spend hours on this by hand: finding the right sources, reading them, checking them against each other and writing up what matters. The work is repetitive, it is easy to miss something, and nobody can show where a claim came from.
Positioning Review does that work as a GREP AI agent. It runs when you ask, and you can put it on a daily, weekly or monthly schedule. Every run delivers a sourced report, with every claim linked to its source.
What you get
What Positioning Review delivers
FAQ
What does Positioning Review need to run?
Positioning Review needs your website; main competitors (optional) is optional.
How often does Positioning Review run?
It runs when you ask, and you can put it on a daily, weekly or monthly schedule.
What does Positioning Review deliver?
Every run delivers a sourced report, with every claim linked to its source.
Can I change what Positioning Review does?
Yes. Every GREP AI agent can be cloned into your workspace, where you can edit its instructions, add your own sources and files, and change its schedule.
Which competitors does it compare?
The ones you name. If you name none, it picks 3 to 5 direct competitors from review-site category pages, alternatives listings and your own comparison pages, and says how it chose them.
Where does customer language come from?
Review sites such as G2, Capterra, TrustRadius, Trustpilot and Gartner Peer Insights, app stores when there is an app, Product Hunt, and relevant forums, preferring reviews from the last 24 months.
How are differentiators tested?
For each claimed differentiator, it checks whether competitors make the same claim and whether third-party evidence supports it.
More agents like this
- Runs on demand
Audience & Customer Profile
AI-powered persona development that builds a sourced profile of your target buyers: priority segments, roles, pains in their own words, buying triggers, hangouts and purchases.
Sourced reportView → - Runs over a list on a schedule, weekly
Competitor Product Tracker
An AI competitor analysis tool that tracks what changed inside rival products: features, UX flows, pricing and paywalls, with before-and-after and user reaction.
Formatted briefView → - Runs on demand
Product Comparison
An AI product comparison tool that builds a dated, sourced matrix of named products or programs on pricing, limits, features and sentiment, with gaps called out and a clear recommendation.
Sourced reportView → - Runs over a list on a schedule, weekly
Search Visibility Tracker
A weekly SERP tracker for each query: your rank or citation on each engine you chose, SERP features, the competing domains and pages, and what moved since last run.
Sourced reportView → - Runs on a schedule, weekly
User Voice Monitor
Weekly review mining across reviews, forums, social and app stores: ranked themes with linked quotes, volumes, complaints, praise and unmet needs.
Formatted briefView → - Runs on demand
Website and App Audit
A heuristic UX audit of your site or app covering messaging, UX, conversion, accessibility, speed and trust, with fixes ranked by impact and effort.
Sourced reportView →
Run Positioning Review in minutes.
Free to start. Run it once, put it on a schedule, or clone it and make it yours.