Foundable Research · Snapshot v1.0

What Google surfaced across 27 selected AI-builder searches

Reddit, video surfaces, and YouTube appeared often in this fixed US desktop sample, but the pattern changed by query group. This study describes the selected results; it does not establish a ranking preference or cause.

Commercial-interest disclosure: Foundable conducted this study and competes for visibility in this category. Foundable appeared in zero of 470 organic result items and had zero top-level references across the 16 completed AI Overviews.

Captured August 6, 2026, 01:56:56–04:12:51 UTC · Analysis by Stefan Stoll and Wesley Lin

Observed in the selected sample

The aggregate result, before interpretation.

Reddit organic

Reddit organic: 24 of 27

Reddit appeared as an organic result on 24 selected result pages and in the organic top five on 21.

Video surface

Video surface: 23 of 27

A video or short-video result surface appeared on 23 selected result pages.

YouTube organic

YouTube organic: 19 of 27

YouTube appeared as an organic result on 19 selected result pages.

Completed AI Overviews

Completed AI Overviews: 16 of 27

Sixteen AI Overviews returned reference data; ten more were asynchronous placeholders with unknown references.

Foundable organic

Foundable organic: 0 of 470

Foundable did not appear in the 470 organic result items captured in this snapshot.

Results table

Counts and denominators stay together.

Observed source and result-format counts across the selected queries
ObservationObservedDenominatorShare
Video result surface23 pages27 queries85.2%
YouTube organic result19 pages27 queries70.4%
Reddit organic result24 pages27 queries88.9%
Reddit in organic top 1022 pages27 queries81.5%
Reddit in organic top 521 pages27 queries77.8%
AI Overview marker26 pages27 queries96.3%
Completed AI Overview16 pages27 queries59.3%
YouTube in the top-level references of a completed AI Overview11 pages16 completed68.8%
Reddit in the top-level references of a completed AI Overview8 pages16 completed50.0%
Foundable organic result0 items470 organic items0%
Foundable in the top-level references of a completed AI Overview0 pages16 completed0%

Intent-group check

The aggregate hides group-level differences.

Reddit appeared in the organic top five for 3 of 8 business-builder queries, 8 of 9 app-builder queries, and all 10 comparison queries. Reporting the groups separately prevents a comparison-heavy pattern from becoming a category-wide claim.

Result counts for business-builder, app-builder, and comparison queries
Query groupQueriesOrganic itemsVideoYouTube organicReddit organicReddit top 5Completed AIO
Business-builder81368/86/85/83/85/8
App-builder91598/97/99/98/93/9
Comparison101757/106/1010/1010/108/10

Method

One frozen, unweighted snapshot.

We submitted 27 predeclared queries through the DataForSEO queued Google organic SERP API. The capture used United States, English, desktop, and Windows settings, with a search depth of 20 and up to two crawl pages configured. All 27 tasks completed.

The queries were split before analysis into 8 business-builder, 9 app-builder, and 10 comparison queries. Each query counts once; the sample is not weighted by search volume or impressions. No logged-in or personalized search history was used.

A separate recount reproduced every headline total from the 27 retained response files. A deterministic ten-file sample and all 16 completed AI Overview records were also checked separately. Raw provider responses, snippets, and screenshots are not redistributed.

Provider references: DataForSEO API documentation · DataForSEO terms of service

Definitions

What each count means.

Organic item

One returned item with type organic. The 470 items are result occurrences, not 470 unique pages.

Video surface

A result page containing at least one video or short-video result surface.

Organic top 5 or top 10

An organic item whose provider-reported organic rank_group was five or lower, or ten or lower. This is not absolute visual position across every SERP feature.

Top-level AI Overview reference

A domain present in the top-level references returned with a completed AI Overview. Nested links and ten asynchronous placeholders were not scored.

Query appendix

All 27 selected queries.

8 queries

Business-builder

  1. ai business builder
  2. ai business builders
  3. ai startup builder
  4. ai business generator
  5. start a business with ai
  6. build a business with ai
  7. turn an idea into a business with ai
  8. ai business creation platform

9 queries

App-builder

  1. ai app builder
  2. best ai app builder
  3. no code ai app builder
  4. best no code app builder
  5. ai app builder for non technical founders
  6. build an app with ai
  7. ai startup app builder
  8. ai website builder
  9. prompt to app builder

10 queries

Comparison

  1. lovable alternatives
  2. base44 alternatives
  3. replit alternatives
  4. bolt.new alternatives
  5. vercel v0 alternatives
  6. durable ai alternatives
  7. ai app builder comparison
  8. best ai app builders
  9. base44 vs lovable
  10. lovable vs replit

Limits

What this snapshot does not prove.

Selected, not representative

The 27 queries were predeclared for this category study. They are nonrandom, unweighted, and cannot establish what appears across all AI-related searches.

Observation, not causation

The snapshot records what appeared. It does not establish a source or format preference, or show that using one will cause rankings or AI citations.

Ten reference sets are unknown

Ten AI Overview markers were asynchronous placeholders. Their unseen references are unknown, not negative observations.

One place and time

Results came from US, English, desktop searches during one August 6 capture window. Live results can differ by time, place, device, and user context.

Corrections and next test

Keep the observation separate from the experiment.

The practical next test is a transparent product demonstration with inspectable first-hand evidence, then measuring whether it earns discovery over time. This snapshot does not predict that result. For a factual correction, use the Foundable contact page. Material corrections will be explained and dated; this v1 sample will not be silently rewritten.

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