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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.

  • What it watches

    The surface buyers actually use

    Partly:
    SEO / rank tracking
    Blue-link rankings & keywords
    Partly:
    DIY prompting
    One engine, whatever you typed
    Yes:
    Mentionova
    Six AI engines + Google + Reddit

  • Refresh cadence

    How fresh the picture is

    Partly:
    SEO / rank tracking
    Daily / weekly rank pulls
    No:
    DIY prompting
    Only when you remember to ask
    Yes:
    Mentionova
    Daily, automatically

  • Tells you the narrative

    How AI actually describes you

    No:
    SEO / rank tracking
    Position, not prose
    Yes:
    DIY prompting
    You read one answer
    Yes:
    Mentionova
    Every answer, snapshotted & diffed

  • Competitive share of voice

    You vs the named alternatives

    Partly:
    SEO / rank tracking
    Keyword overlap only
    No:
    DIY prompting
    Eyeballed, not tracked
    Yes:
    Mentionova
    Quantified across every engine

  • Catches drift & errors

    When the answer about you changes

    No:
    SEO / rank tracking
    Not its job
    No:
    DIY prompting
    You'd have to notice
    Yes:
    Mentionova
    Alerts the moment it shifts

  • Tells you what to do

    From signal to action

    Partly:
    SEO / rank tracking
    Generic SEO to-dos
    No:
    DIY prompting
    On you to interpret
    Yes:
    Mentionova
    Editorial dashboard + drafted Reddit replies

  • Effort to run

    Ongoing operator time

    Partly:
    SEO / rank tracking
    A whole SEO workflow
    No:
    DIY prompting
    Manual, every single time
    Yes:
    Mentionova
    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 daily 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.

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FAQ

Questions, answered.

SEO is about ranking your pages in a list of search results. AI visibility is about being inside the AI's answer, the single synthesized response a buyer reads instead of clicking links. One competes for a position; the other competes to be the cited source.

No. Search still drives large volumes of traffic, and many of the signals that make a page rank also make it citable. But ranking alone no longer guarantees visibility, because a growing share of buyers read the AI answer and never scroll to the links.

Often, yes. Crawlable, well-structured, authoritative content is easier for both search engines and AI engines to use. But AI engines weight sources differently, community mentions and citable structure matter more, so strong SEO is a head start, not a guarantee.

Most teams should do both, but the urgency of AI visibility is that almost no one is measuring it yet, so the category-defining answers are still up for grabs. Knowing where you stand in AI answers is the cheap first step.

Free AI visibility report

See thenew story.

Paste a domain and watch how all six engines describe you - in under two minutes.

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