SurfIO research note
AI citation benchmark for 'ai overview tracker': 0 source URLs observed (2026)
The stored probes contain 0 citation URLs across 2 engines for ai overview tracker.
Research object
- Question
- Which sources did stored AI citation probes return for ai overview tracker?
- Method
- Count URLs in the latest stored probe for each engine and join each claim to the canonical evidence graph.
- Population and denominator
- Citation URLs in the latest stored AI probe rows · 2 stored engine probe rows
- Limitations
- One probe snapshot describes the captured query and time; it does not prove market-wide share or causality.
What the probe found
The stored snapshot returned 0 citation URLs. This is a point-in-time result, not an estimated market share.
Evidence: Reddit appears in 0 of top 10 Google results for 'ai overview tracker'
How the engines compare
The chart and table use the same engine-level counts, so the visual can be checked against the underlying values.
Evidence: Reddit appears in 0 of top 10 Google results for 'ai overview tracker'
What this means for the page
The useful action is to inspect the sources that engines already select, then improve the answer with clearer evidence and original analysis.
Evidence: Reddit appears in 0 of top 10 Google results for 'ai overview tracker'
Limits of this snapshot
Results can change by model, location, prompt wording, and capture time. Re-run the same stored-probe method before making a trend claim.
Evidence: Reddit appears in 0 of top 10 Google results for 'ai overview tracker'
Source comparison
| Probe engine | Citation URLs |
|---|---|
| Chatgpt | 0 |
| Perplexity | 0 |
Units: citation URLs. Denominator: 2 stored engine probe rows. Exclusions: Unavailable engines
Visual explanation
Source: Canonical cite_probes rows joined to the page evidence graph. · 2026-07-27T18:31:30.790913+02:00
Source: Direct screenshot of the linked evidence source. · 2026-07-27T18:31:30.790913+02:00
Concrete example
A team decides which cited source to study before revising an answer page.
- Compare engine counts in the table.
- Open the captured source and verify why its answer is usable.
Decision: Prioritize evidence gaps visible in both the source proof and probe result.
Limitation: A single snapshot cannot establish a durable ranking advantage.
Worked calculation
total citation URLs = sum(cited_urls_json count by engine)
- Chatgpt: 0 URLs
- Perplexity: 0 URLs
0 citation URLs
A descriptive total for the captured query and probe time.
Methodology
The pSEO query, stored probes, evidence graph, comparison table, visual, and article findings share one canonical source set.
Limitations: The method reports observed source selection only and makes no causal or universal ranking claim.
Sources
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-16T14:18:41.330308+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-16T14:51:56.914310+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-16T15:06:50.000533+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-16T21:00:57.041622+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-17T21:00:54.667719+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-18T21:00:56.623982+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-19T15:58:57.696278+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-19T16:10:40.744857+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-19T21:00:59.649057+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-20T21:00:52.998013+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-21T07:44:43.715010+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-21T21:00:58.429641+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-22T21:01:21.109000+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-23T21:01:23.122969+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-24T21:01:08.629037+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-25T21:00:59.241875+00:00
- Reddit appears in 0 of top 10 Google results for 'ai overview tracker' · accessed 2026-07-26T21:00:51.696922+00:00
Acesley Chan
Founder, SurfIO
SurfIO research and delivery owner
Author background