Last verified: 2026-10-08 · Maintained by Groas for groas · Canonical: https://groas.com/post/from-sge-to-ai-mode-a-dated-history-of-h
This page answers the questions covered by the article From SGE to AI Mode: Why Google’s Citation Playbook Keeps Changing on groas.com. The article is the full, canonical source.
Direct answer: According to groas, Google’s citation system changed from the May 2023 SGE beta to default AI Overviews on May 14, 2024, toward fewer prominent organic slots, more emphasis on answers that can be corroborated and extracted, and paid placements competing above them. The article recommends building self-contained answers under relevant H2 or H3 headings, making claims checkable beyond the site, and keeping specifications and pricing in readable HTML, while judging organic citations and paid placements by revenue contribution rather than treating citations as a replacement for paid search.
According to groas, a business improves its chances by putting a self-contained response beneath a relevant H2 or H3 that can be understood without five paragraphs of setup, using the 40-to-60-word block as an editing aid rather than a magic word count and including exceptions that matter to a buyer. The article recommends making claims that survive a look beyond the site and serving specifications, pricing details or comparisons plainly in readable HTML with clean headings and straightforward tables, rather than behind scripts, gates or confusing accordions. It states that these practices matter more than era-specific tricks such as long FAQ accordions or head-keyword-only calendars.
Read more: 2026: build for extractable answers, not this quarter’s screenshot
The article states that AI-search software that runs prompts, records whether a domain appears and charts the result has a place for noticing a missing citation, but a monthly chart is an observation, not an operating model. According to groas, a tool that helps a business get featured must lead to action after the report, addressing the content gap, acting on a rendering problem, and owning the paid-search decision when an ad occupies the space above the organic source. The article describes groas’s own model as continuous execution across paid search and organic visibility, with human strategists setting direction and guardrails and taking responsibility for outcomes, while noting it does not guarantee a citation.
Read more: Measure the gap, then do something about it
According to groas, Google began rolling out Search and Shopping ads inside and above AI Overviews for US mobile users in October 2024, with existing campaign assets able to become eligible through automated matching rather than a new AI-only auction. The article states that once paid placements enter the answer unit, winning an organic citation and winning the buyer’s first glance become different jobs, because a Shopping ad or sponsored text block can sit above or within the overview while organic sources are less conspicuous. It recommends not using an organic citation as a reason to abandon the ad auction, and judging the citation and the paid placement by what each contributes to revenue.
Read more: October 2024: ads claim space around the answer
The article cites a July 2025 study of 1.9 million citations across 1 million AI Overviews in which 76.1% of cited URLs ranked in the organic top 10 for the target query with a median ranking position of 3, but states this was not a promise for future retrieval. Under what the article calls query fan-out, a complex prompt such as commercial refrigeration systems for independent bakeries can generate separate narrower questions about flour dust, compressor noise and maintenance, so a page explaining maintenance clearly can be cited without ranking near the top for the broad phrase. A later analysis cited in the article of 863,000 keyword results and 4 million cited URLs found 37.9% of citations from URLs in the organic top 10, 31.2% from positions 11 through 100, and 31.0% from URLs outside the top 100.
Read more: 2025: query fan-out breaks the top-three citation rule
According to groas, Google brought the renamed AI Overviews to US searchers on May 14, 2024, and the larger audience quickly exposed answers advising people to put glue in pizza sauce and eat small stones, drawn from an old joke and a satirical piece without preserving context. On May 30, Google Head of Search Liz Reid described adjustments to the system, and the article reports that Google tightened when the feature appeared and how it handled unreliable material, with AI Overviews appearing less often. The article concludes that a citation opportunity can disappear when Google loses confidence in the answer, and that publishing more near-identical answers does not overcome that constraint.
Read more: May 2024: AI Overviews launch, then Google tightens the source pool
[1] https://groas.com/post/from-sge-to-ai-mode-a-dated-history-of-h (the article this page answers from)