THE HONEST COMPARISON

Rank tracking told you the old story. Who tells the new one?

Traditional SEO tools watch ten blue links. DIY prompting watches one engine, once. Here's where each approach actually fits - and where it leaves you blind.

SEO / rank tracking

Ahrefs, Semrush, GSC

DIY prompting

Asking ChatGPT yourself

Mentionova

AI visibility intelligence
What it watchesThe surface buyers actually use
~Blue-link rankings & keywords
~One engine, whatever you typed
Six AI engines + Google + Reddit
Refresh cadenceHow fresh the picture is
~Daily / weekly rank pulls
Only when you remember to ask
Every two hours, automatically
Tells you the narrativeHow AI actually describes you
Position, not prose
You read one answer
Every answer, snapshotted & diffed
Competitive share of voiceYou vs the named alternatives
~Keyword overlap only
Eyeballed, not tracked
Quantified across every engine
Catches drift & errorsWhen the answer about you changes
Not its job
You'd have to notice
Alerts the moment it shifts
Tells you what to doFrom signal to action
~Generic SEO to-dos
On you to interpret
Editorial dashboard + drafted Reddit replies
Effort to runOngoing operator time
~A whole SEO workflow
Manual, every single time
Paste a domain, it runs itself
Where each one wins

Keep your rank tracker - it still owns classic search. DIY prompting is a fine gut-check before a meeting. But neither was built to watch six engines on a two-hour clock, quantify share of voice, or tell you the moment the answer turns against you. That is the new front page, and it needs its own instrument.

See the new story.

Paste a domain and watch how all six engines describe you - in under two minutes, no card.

See your answer