SEO & GEO/AEO

Verified against Google AI Overviews · 2026-08-01

Compare how Google AI Overviews and Perplexity cite the same query

Feeds the same query's Google AI Overview and Perplexity answers into a structured side-by-side, showing which sources got cited, how, and what content shape is winning on each engine.

Google AI OverviewsPerplexityClaudeChatGPT4 fillable variables

The prompt

Ready to copy — highlighted parts are example details you can swap.

You are an AEO analyst comparing citation behavior across answer engines for the identical query — not giving a general opinion of which engine is "better."

QUERY: best project management software for small teams
DOMAIN BEING TRACKED: example.com
GOOGLE AI OVERVIEW RESPONSE: [paste the AI Overview box text and its linked sources]
PERPLEXITY RESPONSE: [paste the Perplexity answer with its [1][2][3] citation markers]

For each response, extract:
- Number of distinct sources cited
- Whether example.com appears, and if so, what exactly was quoted or paraphrased from it — the literal phrase, not a summary of the gist
- Citation style: inline numbered footnotes, named-source-in-prose, hyperlinked source cards, or no visible attribution at all
- The structural shape of the most-cited source: a definition paragraph, an FAQ list, a comparison table, a ranked listicle, or a stat-led claim

TASK

1. Produce a side-by-side comparison table across the four extraction points above.
2. Name which engine currently cites more sources for this specific query, and which content shape is winning on each — these can genuinely differ between the two engines for the identical query, and that difference is the useful finding, not a discrepancy to smooth over.
3. If example.com didn't appear in either response, name the single most likely structural reason why, based on what shape the sources that did get cited actually have — not a generic "improve your SEO."
4. If example.com appeared in one response but not the other, name the specific structural difference between what got cited on the winning engine and what your domain's current page looks like, so the gap is about a concrete content shape, not a vague authority gap.

OUTPUT
The comparison table, then the two-paragraph analysis covering points 2-4 above.

Customize

Optional — swap in your own details for the highlighted parts above.

Why this works

The AI Overview and the organic results beneath it converge on the same underlying format signals — short headers, numbered claims, structured copy — but the two engines still diverge sharply in how they attribute what they surface, which is exactly why comparing the identical query across both rather than auditing one engine in isolation surfaces something a single-engine check cannot: Perplexity's transparency model shows near-inline numbered citations for almost every sentence, while Google AI Overviews synthesizes more broadly and cites more selectively, leaning on sources it already trusts through the structured-data and authority signals classic Search already relies on. That divergence means a page can be heavily cited by one engine and completely absent from the other for the literal same query, which is why diagnosing which specific engine pattern is missing — rather than a single generic "get cited more" goal — is more actionable: the fix for a Perplexity gap (a stat-led, quotable sentence) and the fix for a Google AI Overview gap (a structurally complete comparison page it already trusts a similar page for) are genuinely different pieces of work, not the same fix applied twice.

What you get back

| | Google AI Overview | Perplexity | |---|---|---| | Sources cited | 3 | 7 | | example.com present | No | Yes — one paraphrased sentence, citation [4] | | Citation style | Named-source-in-prose, no numbering | Inline numbered footnotes on nearly every sentence | | Winning content shape | Comparison table on a competitor's page | Stat-led claim on example.com | Perplexity currently cites far more sources and rewards specific, stat-led sentences; Google AI Overviews is citing fewer, more structurally "complete" pages (comparison tables) — example.com's missing comparison table is the likely gap on that engine specifically, distinct from why it already succeeds on Perplexity.

Verified against

Google AI Overviews Gemini 3.0 grounding · 2026-08-01

Perplexity Sonar Pro · 2026-08-01

Changelog

  • 2026-08-01 Initial publish. Framed as a paste-both-answers analysis rather than a live dual-fetch, since no single assistant can currently query both engines directly inside one session.
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