Pillarbase Research
June 2026
Census + reconstruction
Pillarbase Research · The Text-Fragment Study

The text-fragment phenomenon in Google AI Mode.

When AI Mode cites a source, it usually doesn't link the page — it highlights a specific passage and reuses it. We studied 15.7 million citations to learn exactly which passages get extracted again and again.

15,699,298 citations 4.6M unique passages 148 industries ~1 year data window
00What this study is about

Google doesn't link the page. It highlights a sentence — and reuses it.

When Google AI Mode cites a source, it usually appends a text-fragment directive to the URL:

https://example.com/page#:~:text=A%20linear%20stage%20provides,project%20needs.

Clicking that citation scroll-jumps the reader to a purple-highlighted passage on the page. Google generates these on the fly. We call each distinct highlighted-passage URL a variant — a single page can accumulate dozens, and a single variant can be reused across many different queries.

This study answers four questions: how common is this, how far does reuse go, which pages accumulate variants — and, most actionable of all, what do the passages that get extracted and recycled have in common?

01The dataset · sample size

A full census, not a sample.

A read-only census of every Active Pillar database — the complete population, not an extrapolation.

15.7M
AI Mode citations collected over ~1 year
15,699,298 total
47.7%
of citations carry a text-fragment highlight
7,491,201 of 15.7M
4.6M
distinct highlighted passages (variants)
4,612,626 unique
148
Active Pillars analyzed — one per industry
of 153; 5 empty / new
2.7M
distinct base pages cited
2,738,150 pages
650
variants on client-owned pages — the rarest, richest slice
vs 4.5M third-party

Where variants land. Distinct variants by domain class: third-party 4,515,901 · competitor 96,075 · client 650. Variants overwhelmingly accumulate on third-party reference sites; client-owned pages are rarest — which is exactly why we deep-analyze them, since we hold the other half of the puzzle (the pillar structure and keywords behind those pages). The competitor cohort was census-counted but not content-analyzed. Source: full read-only census of every Active Pillar database.

APrevalence

Nearly half of all AI Mode citations are highlighted passages — not plain links.

47.7% of 15.7M citations carry a #:~:text= fragment. Scroll-to-text highlighting is a default behavior of the engine, observed across all 148 industries. Prevalence varies by pillar — some show ~0% (a capture-timing difference worth noting), others exceed 60% — but the portfolio-wide figure is the headline.

Share of 15.7M AI Mode citations
Text-fragment highlight vs. plain link
Highlighted
47.7%
Plain link
52.3%
Half of AI Mode's citations aren't links at all. They're highlights — and highlights can be reused.
BVariant spread

Most pages get one highlight. A rare few become highlight magnets.

Across 2,738,150 cited pages, the median number of distinct variants per page is 1. But the distribution has a long tail: a top ~1% of pages carry 12 or more distinct highlighted passages. These "highlight magnets" are the pages worth studying.

Distinct variants per cited page
n = 2,738,150 pages · median 1 · mean 1.68 · p95 = 4 · p99 = 12 · max = 252
1 variant
77.1%
2–5
19.3%
6–10
2.4%
11–20
0.88%
21–40
0.26%
41–60
0.039%
61+
0.015%

A high-variant page (top ~1%) carries 12+ distinct highlighted passages — 415 pages carry 61 or more. The single most-highlighted page in the census holds 252 distinct variants.

CReuse frequency

An 80/20 long tail — with a recycled elite.

Of 4,612,626 distinct variants, 80.9% are used exactly once. But a tiny elite — about 2,300 passages reused 61 times or more — gets recycled relentlessly. The single most-reused passage in the portfolio was cited 661 times across one pillar's query set.

How often each distinct passage is reused
4,612,626 distinct variants · the signature long tail
80.9% used once 661× max reuse 1× reuse ~2,300 passages reused 61×+
Times a variant is reusedShare of variantsCount
1× (used once)80.9%3,729,974
2–5×16.2%746,697
6–10×1.84%84,757
11–20×0.74%34,046
21–40×0.26%12,020
41–60×0.061%2,824
61×+0.05%2,308
Google finds a passage it "likes" and reuses that exact highlight again and again across different queries. That's the phenomenon's signature.
DQuery spread

One passage answers dozens of different questions.

The recycled elite isn't one query repeated — it's one passage serving many distinct queries. A single well-formed paragraph becomes Google's reusable answer to an entire cluster of phrasings.

221
distinct queries answered by 4imprint's single top passage
275 uses · SERP #1 · client
91
distinct queries answered by one HOA passage
158 uses · SERP #1 · client
483
distinct queries served by the portfolio's top variant
661 uses total

Authoritative census counts from the full variant table. Per-variant reuse counts in the client-flagged content analysis below can undercount a URL's true reuse (e.g. the HOA passage reads as 54× there vs 158× in the full census); directional trends hold, exact tier counts are approximate.

ERanking correlation

Variant accumulation is strongly associated with #1 rankings.

We joined each cited page's base URL to its organic Google rank. The more a passage is reused — and the more variants a page accumulates — the more likely that page ranks #1. These relationships are correlational (cross-sectional joins), not a demonstrated cause.1

The more variants a page accumulates, the higher it ranks
Median organic rank by variant count on page · lower is better
#1 #4 #8 #11 2% at #1 37% 47% 67% at #1 1–4 variants 5–10 11–20 21+
High-reuse variants (≥20×), n=15,884From SERP #1Top-3 / Top-10
All59%81% / 94%
reused 20–40×55%
reused 40–100×67%
reused 100×+76%
The recycled passages overwhelmingly come from #1-ranked pages — an association, not a demonstrated mechanism.

1  Correlation, not causation. These are cross-sectional joins of cited URLs to their organic rank. They show that variant accumulation and recycling travel with ranking dominance — not that one causes the other. Ranking and recyclability most likely reinforce each other.

FContent patterns · what gets extracted

What the recycled passages have in common.

To study the passages themselves, we reconstructed the full highlighted text — because ~98% of fragments store only the first and last few words. We fetched the live pages and extracted the literal span: 528 of 650 client passages (81%), plus a 490-variant third-party "elite" benchmark of what wins across the open web. Each passage was independently classified by a 41-agent LLM analyst panel.

F1 · Extracted passages are full paragraphs, not snippets

Reconstructed client passages run a median of 117 words (mean 134; p90 197; max 639) — complete, multi-sentence answers, far larger than the truncated anchor or SERP snippet suggests.

F2 · The universal trait: answer-first and self-contained

Regardless of source, AI Mode overwhelmingly highlights passages that lead with the answer and make sense out of context.

The one thing everyone who gets cited does
Trait prevalence · client passages vs. open-web elite — near-identical
Opens with the answer (BLUF)
Client
80%
Third-party elite
81%
Self-contained (stands alone)
Client
83%
Third-party elite
86%
Client passages
Open-web elite (reused 100×+)
Burying the answer mid-paragraph is the surest way to not get extracted.

F3 · The reuse signal: question-led passages get recycled far more

Within the client cohort, trait rates climb with reuse. High-reuse passages (≥6×) are question-led 48% of the time vs. 22% for single-use, and Q&A-format 33% vs 19%. Narrative passages get recycled less; one-off statistics essentially never recycle.2

Reuse tiernQuestion-ledSelf-containedQ&A format
34622%82%19%
2–5×14224%82%23%
6–10×2846%96%29%
11×+1250%83%42%

2  Directional, small-n. The monotonic reuse→question-led trend rests on 28 and 12 passages in the top tiers, computed within the client cohort only (where reuse spans 1×–54× naturally). The direction is corroborated by the format split, but the top-tier percentages are directional, not precise. Pooling the ≥100×-selected third-party benchmark inverts the signal — purely a sampling artifact.

F4 · Pillarbase-shaped content skews toward the recyclable formats

Client pages over-index on exactly the question-led and how-to formats that F3 shows are most recyclable — while the open-web elite leans on definitions and statistics.

Passage format mix · client vs. open-web elite
Share of reconstructed passages by classified format
Question & answer
Client
21.2%
Third-party elite
11.8%
How-to steps
Client
11.4%
Third-party elite
4.5%
Direct definition
Client
5.7%
Third-party elite
18.0%
Statistic / data
Client
3.8%
Third-party elite
14.5%
Client passages
Open-web elite
Bars scaled to 50% for readability; labels show the true share.

F5 · Targeted queries trigger citations

30.9% of client variants (201 of 650) were triggered by an AI Mode query matching a keyword we explicitly targeted — a lower bound, since AI Mode heavily reformulates queries. The fragment-cited client pages carry 2022–2024 publish dates: these are clients' existing question-formatted pages, so the finding is about content structure, not authorship.

What a winner looks like

A real recycled passage, annotated.

Reconstructed client passage · reused 158× · SERP #1 · all four winning traits present.

hoastart.com/blog/create-hoa-website#:~:text=How%20to%20create,selecting%20a%20template…
158× reused SERP #1 91 queries

How to create an HOA website for free? Creating an HOA website for free can be accomplished using platforms like WordPress, Wix, or Google Sites. These platforms offer free templates and hosting services. Start by selecting a template that fits your community's needs, then add pages for announcements, documents, and contact information…

1
Opens with the literal question. The user's query becomes the H2, verbatim.
2
Answer in sentence one. The platforms are named immediately — BLUF.
3
Self-contained. It makes complete sense lifted out of the page.
4
A full paragraph. ~75–150 words — the recyclable length, not a one-liner.
GThe playbook

How to engineer a recyclable passage.

Seven practices, derived directly from the findings above.

1
Lead with the answer (BLUF). 80% of extracted passages put the answer in the first sentence. Don't bury it.
2
Head the section with the literal question. Question-led passages are reused ~2× more — use the user's question verbatim as the H2.
3
Make the passage self-contained. ~85% of extracted passages stand alone. No "as mentioned above."
4
Write a full paragraph, ~75–150 words. The recycled passages are complete answers (median 117 words), not one-liners.
5
Prefer Q&A and how-to over narrative. Narrative explainers get cited once; structured answers get recycled across query clusters.
6
Earn the #1 organic rank. 59–76% of recycled passages come from #1 results. Ranking and recyclability reinforce each other.
7
One strong passage covers a query cluster. A single well-formed Q&A answers dozens of phrasings — depth of structure beats breadth of thin pages.
Methodology & honest limitations

How we know — and what we won't overclaim.

How the study was built

Census (Sections A–E): read-only SQL aggregation over all 148 data-bearing Active Pillar databases — exact, full-population, not a sample.

Passage reconstruction (F): live HTTP fetch of sampled pages; the literal Start→End highlight span extracted from rendered text. Client set fetched exhaustively (239 pages); third-party limited to the ≥100× elite benchmark.

Classification: 41 independent LLM analysts, structured schema, 1,018 passages.

Limitations we state plainly

Small high-reuse client n. The reuse→question-led trend rests on 28 and 12 passages in the top tiers — directional, not precise.
Reconstruction loss. 19% of client variants and 33% of third-party couldn't be reconstructed (pages changed/died/blocked).
Cross-cohort reuse isn't directly comparable — the third-party set was pre-selected at ≥100×, so reuse correlations are within-client only.
Correlation, not causation. Section E ranking relationships are cross-sectional joins; association, not a demonstrated mechanism.
Competitor cohort (96,075 variants) was census-counted but not content-analyzed.

Build content that AI Mode wants to reuse.

Pillarbase turns this research into a repeatable workflow — the question-led, answer-first structure that earns citations, run as an assembly line.

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