Driven Metrics research · October 2026
Google AI Mode ads are sponsored placements that appear below or inside the conversational answers in Google’s AI Mode, the AI search experience Alphabet said had passed 1 billion monthly active users in its Q2 2026 earnings remarks on July 22, 2026. Google began testing ads in AI Mode on May 21, 2025. On October 16, 2026, Google confirmed a test that extends those ads to users who connect Gmail, Google Photos and other apps through Personal Intelligence, a group Google had kept ad-free. In this report, “ad rate” means the share of queries where AI Mode returned at least one sponsored text ad.
This is a Driven Metrics original analysis built from published data, not a survey or crawl we ran ourselves. We combined 15 sources dated May 2025 through October 2026: Google and Alphabet announcements, SE Ranking’s keyword-level studies of AI Mode and ChatGPT ads, Seer Interactive and Semrush click data, Steady Demand’s local citation study, BrightLocal’s consumer survey, and trade reporting from Search Engine Land, Search Engine Roundtable and PPC Land. We then recalculated ratios, percentage-point gaps, per-100-query funnels and averages from the raw counts. Every number we derived is labeled as a Driven Metrics calculation.
Our analysis found four headline patterns. Keywords costing $10 or more per click were 2.2 times as likely to carry an AI Mode ad as keywords under $2. Per 100 commercial AI Mode queries, 29.45 carried an ad but only 3.40 also cited the advertiser’s domain, so paid placement and organic citation run on separate tracks. AI Mode showed ads 35.82 points more often than ChatGPT on Education queries but 26.05 points less often on Healthcare. And for local searches, AI Mode sent 79.8% of citations to Google Maps listings in August 2026, making the listing the main organic surface beside local AI Mode ads.
Key statistics: Google AI Mode ads in 2026
- Google AI Mode returned at least one text ad on 29.45% of 50,032 US commercial keywords, according to a June 30, 2026 SE Ranking study.
- AI Mode ad presence rose from 24.33% for keywords under $2 CPC to 53.56% for keywords at $10 or more, a 2.2x lift calculated by Driven Metrics from SE Ranking’s 2026 data.
- 71.1% of AI Mode answers that carried ads showed two ads side by side, which Driven Metrics converts to 1.71 sponsored placements per ad-bearing answer (SE Ranking, July 2026).
- Only 11.53% of AI Mode advertisers were also cited as a source for the keyword they advertised on, or 3.40 cited advertisers per 100 commercial queries, according to a 2026 Driven Metrics analysis of SE Ranking data.
- 92% to 94% of Google AI Mode sessions ended without a visit to an external website in Semrush’s study of about 69 million US desktop search sessions from May to July 2025.
- AI Mode sent 79.8% of local-intent citations to Google Maps or Business Profile URLs, versus 3.1% for AI Overviews, in Steady Demand’s August 2026 study of 50 US metros.
- 23% of US consumers used Google AI Mode for a business recommendation in the 12 months before BrightLocal’s 2026 survey of 1,002 adults.
How often do Google AI Mode ads appear?
Driven Metrics’ reconciled estimate is that roughly 3 in 10 commercial Google AI Mode queries carried a text ad by mid-2026, and that keyword cost, not search volume, explains most of the variation.
| Measure | Value | Population and date | Source | Driven Metrics analysis |
|---|---|---|---|---|
| AI Mode text ad rate, all commercial keywords | 29.45% | 14,733 of 50,032 US keywords, June 30, 2026 | SE Ranking | Baseline |
| AI Mode ad rate, CPC under $2 | 24.33% | Same sample | SE Ranking | Index 1.00x |
| AI Mode ad rate, CPC $2 to $10 | 32.45% | Same sample | SE Ranking | 1.33x (+8.12 pts) |
| AI Mode ad rate, CPC $10 and up | 53.56% | Same sample | SE Ranking | 2.20x (+29.23 pts) |
| Ad-bearing answers with two ads | 71.1% | 10,475 of 14,733 keywords | SE Ranking | 1.71 ads per ad-bearing answer (25,243 / 14,733) |
| Sponsored placements per 100 commercial queries | 50.45 | 25,243 ad appearances | DM calculation | 25,243 / 50,032 x 100 |
| AI Mode ad rate, ad-eligible queries | Nearly 30% | Similarweb panel, released Aug 17, 2026 | Similarweb via PPC Land | Within about 0.5 pts of SE Ranking |
| AI Mode ad frequency, all US queries | 5.8% | Adthena, week of July 13 to 20, 2026 | Adthena via PPC Land | Different denominator (all queries) |
| ChatGPT ad rate, commercial prompts | 25.94% | 12,974 of 50,006 US prompts, July 23, 2026 | SE Ranking | AI Mode 3.51 pts higher |
Note: SE Ranking keyword sets were selected to trigger website (text) ads and exclude product carousels. pts = percentage points.
The ad rate depends on the denominator. SE Ranking’s keyword study and Similarweb’s panel both measure commercial or ad-eligible queries, and both land at or just under 30%. Adthena’s 5.8% counts all US AI Mode queries, including informational ones, so it is a different measure rather than a conflicting one. Driven Metrics’ best planning estimate is about 30% for commercial AI Mode queries in mid-2026, with a much lower share across all queries.
Cost per click is the strongest signal. We calculate that $10-and-up keywords were 2.2 times as likely to show an AI Mode ad as keywords under $2, a 29.23-point gap. SE Ranking found no direct correlation with search volume or keyword difficulty.
AI Mode ads usually arrive in pairs. In SE Ranking’s data, 71.1% of ad-bearing answers showed two ads, which Driven Metrics converts to 1.71 placements per ad-bearing answer and 50.45 placements per 100 commercial queries. Every ChatGPT ad in SE Ranking’s July 2026 dataset was a single card. SE Ranking treats 29.45% as a floor, since results vary by session.
When did Google add ads to AI Mode, and what changed in October 2026?
By Driven Metrics’ count, Google went from its first AI Mode ad test to ads on roughly 3 in 10 commercial queries in 405 days, and reversed its ad-free policy for Personal Intelligence users 213 days after restating it.
| Date | Event | Source | Days since first test (DM calculation) |
|---|---|---|---|
| May 21, 2025 | Google starts testing ads in AI Mode. Search (broad match, including AI Max), Shopping and Performance Max campaigns are eligible. | 0 | |
| November 2025 | Search Engine Land reports a jump in AI Mode ad sightings, including an HVAC repair query. | Search Engine Land | About 184 |
| January 2026 | Direct Offers pilot launches, surfacing retailer deals inside AI Mode. | Month only | |
| March 17, 2026 | Google says there are no ads for users who connect apps to AI Mode through Personal Intelligence. | Search Engine Land | 300 |
| May 20, 2026 | Google Marketing Live: Conversational Discovery ads and Highlighted Answers enter testing; Direct Offers expands. | 364 | |
| June 30, 2026 | SE Ranking measures text ads on 29.45% of US commercial AI Mode keywords. | SE Ranking | 405 |
| July 22, 2026 | Alphabet reports AI Mode above 1 billion monthly active users and 17% Search and Other revenue growth. | Alphabet | 427 |
| October 16, 2026 | Google confirms it is testing ads in AI Mode for Personal Intelligence users. | Search Engine Land | 513 |
Note: day counts are calendar days from May 21, 2025. The Personal Intelligence reversal took 213 days (March 17 to October 16, 2026).
The October 2026 test changes who sees AI Mode ads, not how the ads look. In March, a Google spokesperson told Search Engine Land the ad-free setup for app-connected users was not changing, adding, “That isn’t changing right now.” Seven months later, Google’s updated help page, as quoted by Search Engine Roundtable on October 19, 2026, says summaries, excerpts and inferences from connected apps may be used to show ads.
Google set three limits on that personalization, according to the same help page: ads will not be based directly on a user’s Gmail inbox or Photos library, advertisers do not get access to connected apps, and Google does not personalize ads on sensitive categories such as health or religion. Search Engine Land reported on October 16, 2026 that Google had not announced new advertiser controls, targeting options or a wider rollout for the test.
Alphabet’s 1 billion monthly user figure is global, while Google describes its AI Mode ad tests as US-based, so the exposed audience is smaller than the headline count.
Which industries see the most Google AI Mode ads?
Driven Metrics found that AI Mode and ChatGPT monetize different industries: AI Mode showed ads 29 to 36 points more often in Travel, Education and Finance, while ChatGPT showed ads about 11 times as often in Healthcare.
| Niche | AI Mode ad rate | ChatGPT ad rate | Gap, pts (DM calculation) | AI Mode / ChatGPT (DM calculation) |
|---|---|---|---|---|
| Pets | 72.38% | Not published | n/a | n/a |
| Entertainment & Hobbies | 59.6% | 34.88% | +24.72 | 1.71x |
| Travel | 50.4% | 14.96% | +35.44 | 3.37x |
| Education | 50.0% | 14.18% | +35.82 | 3.53x |
| Finance | 44.7% | 15.21% | +29.49 | 2.94x |
| Business | 39.1% | 37.68% | +1.42 | 1.04x |
| Relationships | 29.8% | 12.76% | +17.04 | 2.34x |
| Technology | 29.4% | 28.76% | +0.64 | 1.02x |
| News & Politics | 6.8% | 28.76% | -21.96 | 0.24x |
| Healthcare | 2.64% | 28.69% | -26.05 | 0.09x |
Note: share of US commercial queries with at least one ad, about 2,500 queries per niche. AI Mode data collected June 30, 2026; ChatGPT data collected July 23, 2026 on the same prompt set. Source: SE Ranking AI Mode and ChatGPT ads studies.
AI Mode’s ad presence spans about 70 points across niches, from 72.38% in Pets to 2.64% in Healthcare, according to SE Ranking. Lead-generation categories sit at the top; informational and YMYL (your money or your life) categories sit at the bottom.
ChatGPT reverses that pattern in sensitive categories. Driven Metrics calculates that ChatGPT showed ads 10.87 times as often as AI Mode on Healthcare prompts (28.69% vs. 2.64%) and 4.23 times as often on News & Politics prompts. In Technology and Business, the two platforms were within 1.42 points of each other.
For organic visibility, the practical read is that roughly every other commercial AI Mode answer in Travel, Education and Finance carried sponsored placements alongside the cited sources in mid-2026. In Healthcare, organic citations had the answer almost to themselves.
Who is buying Google AI Mode ads?
AI Mode’s ad inventory is concentrated: Driven Metrics calculates that two niches, Pets and Entertainment, produced 24.31% of all 25,243 ad appearances in SE Ranking’s sample while accounting for 3.58% of niche-level advertiser slots.
| Niche | Unique advertisers | Ad appearances | Avg. per advertiser | Share of all appearances (DM calculation) | vs. 8.62 average (DM calculation) |
|---|---|---|---|---|---|
| Pets | 68 | 3,514 | 51.68 | 13.92% | 6.00x |
| Entertainment and Hobbies | 49 | 2,622 | 53.51 | 10.39% | 6.21x |
| Education | 309 | 2,341 | 7.58 | 9.27% | 0.88x |
| Travel | 243 | 2,217 | 9.12 | 8.78% | 1.06x |
| Finance | 231 | 1,952 | 8.45 | 7.73% | 0.98x |
| Insurance | 223 | 1,767 | 7.92 | 7.00% | 0.92x |
| Business | 105 | 1,607 | 15.30 | 6.37% | 1.78x |
| Technology | 403 | 1,253 | 3.11 | 4.96% | 0.36x |
| Cars | 320 | 1,208 | 3.78 | 4.79% | 0.44x |
| Relationships | 122 | 1,141 | 9.35 | 4.52% | 1.09x |
| Food and Beverage | 43 | 1,018 | 23.67 | 4.03% | 2.75x |
| Real Estate | 136 | 856 | 6.29 | 3.39% | 0.73x |
| Legal | 253 | 795 | 3.14 | 3.15% | 0.36x |
| Career and Jobs | 164 | 650 | 3.96 | 2.57% | 0.46x |
| Fashion and Beauty | 86 | 621 | 7.22 | 2.46% | 0.84x |
| E-Commerce and Retail | 175 | 606 | 3.46 | 2.40% | 0.40x |
| Self-Care and Wellness | 145 | 534 | 3.68 | 2.12% | 0.43x |
| Sports and Exercise | 76 | 239 | 3.14 | 0.95% | 0.36x |
| News and Politics | 81 | 211 | 2.60 | 0.84% | 0.30x |
| Healthcare | 36 | 91 | 2.53 | 0.36% | 0.29x |
| All niches | 2,930 (unique) | 25,243 | 8.62 | 100.00% | 1.00x |
Note: niche-level advertiser counts sum to 3,268 because some advertisers appear in more than one niche; the study reports 2,930 unique advertisers overall. Source: SE Ranking AI Mode ads study, US, June 30, 2026.
Two different ad markets run inside AI Mode. In Pets and Entertainment, 68 and 49 advertisers averaged 51.68 and 53.51 appearances each, which Driven Metrics calculates as 6.00 and 6.21 times the 8.62 average across all niches. In Technology, Legal, Healthcare and News and Politics, the average advertiser appeared only 2.53 to 3.14 times.
In concentrated niches, the same few sponsors repeat across many answers, so the sponsored block becomes a fixed competitor for organic sources. SE Ranking cautions that advertiser-level figures are the most sensitive to keyword selection, so read these shares as the shape of the market.
Do AI Mode ads push organic citations down?
Ads in AI Mode do not take over the cited sources, but they add sponsored items next to them: Driven Metrics calculates that per 100 commercial AI Mode queries, 29.45 showed a text ad, 3.40 also cited the advertiser’s domain and 0.57 cited the exact advertised page.
| Measure | AI Mode | ChatGPT | Driven Metrics analysis |
|---|---|---|---|
| Advertiser’s domain also cited as a source | 11.53% | 3.63% | AI Mode 3.18x ChatGPT |
| Exact advertised URL also cited | 1.95% | 0.09% | Rare on both platforms |
| Advertiser’s domain ranks organically for the keyword | 15.35% | Not measured | About 85% of advertisers do not rank |
| Advertised URL ranks organically for the keyword | 2.32% | Not measured | Ad landing pages rarely rank |
| Advertiser-cited queries per 100 commercial queries (DM calculation) | 3.40 | 0.94 | 29.45 x 11.53%; 25.94 x 3.63% |
| Sponsored placements per ad-bearing answer | 1.71 | 1.00 | 71.1% of AI Mode ad answers show two ads |
Note: overlap rates are shares of ad-bearing keywords (AI Mode) or ad placements (ChatGPT). Sources: SE Ranking AI Mode (June 30, 2026 data) and ChatGPT (July 23, 2026 data) ads studies.
Buying the ad slot did not buy the citation. When SE Ranking compared advertisers against non-advertising domains of similar strength on the same queries, advertisers were cited no more often. The cited-source list and the sponsored block are filled by separate systems, so earning a citation remains an authority and content task.
The organic cost is attention, not eligibility. Google’s May 2026 Highlighted Answers format places eligible ads inside AI Mode’s recommendation lists, and on the 29.45% of commercial answers that carry ads, organic sources share the screen with an average of 1.71 sponsored items. For brands working on generative engine optimization, the measurable goal stays the same: be in the cited sources, because paying for the slot next to them does not get you there.
How do AI answers with ads change clicks?
No published study isolates clicks on AI Mode ads yet, so Driven Metrics used the nearest benchmarks: AI Mode produced 8 to 11 times fewer sessions with an outbound visit than standard Google searches, and paid CTR held up better than organic CTR on AI-answer queries.
| Metric | Value | Population and period | Source | Driven Metrics analysis |
|---|---|---|---|---|
| AI Mode sessions with an external visit | 6% to 8% | About 69M US desktop sessions, May 1 to July 5, 2025 | Semrush | 60 to 80 visits per 1,000 sessions |
| Zero-click rate: search without AIO / with AIO / AI Mode | ~34% / ~43% / ~93% | Separate Semrush studies, 2025 | Semrush | Sessions with a click: 66% vs. 6% to 8% = 8.25x to 11x |
| Organic CTR, AI Overview shown | 3.19% to 2.36% | 53 brands, 5.47M queries, Jan 2025 to Feb 2026 | Seer Interactive | -0.83 pts |
| Organic CTR, no AI Overview | 2.75% to 3.82% | Same | Seer Interactive | +1.07 pts |
| Paid CTR, AI Overview shown | 14.64% to 16.21% | Same, 296.9M paid impressions | Seer Interactive | +1.57 pts |
| Paid CTR, no AI Overview | 25.98% to 21.85% | Same | Seer Interactive | -4.13 pts |
| Organic clicks per 1M informational impressions: no AIO / brand cited / not cited | 33,500 / 20,743 / 9,445 | Seer Interactive, 2025 | Seer Interactive | Cited = 2.20x not cited |
Note: Seer Interactive measures AI Overviews, not AI Mode; it is the closest published paid-versus-organic CTR series for Google AI answers. AIO = AI Overview.
AI Mode is a low-click environment before any ad appears. Semrush found that 6% to 8% of AI Mode sessions led to an external site in mid-2025, against about 66% of standard sessions without an AI Overview, a gap Driven Metrics calculates at 8.25 to 11 times. Semrush notes the figures come from separate studies.
Paid and organic clicks moved in opposite directions on AI-answer queries. In Seer Interactive’s data, paid CTR on queries with an AI Overview rose 1.57 points to 16.21% between January 2025 and February 2026, while organic CTR on the same queries fell 0.83 points to 2.36%. Being cited still pays: cited brands earned 2.20 times the organic clicks of uncited brands on the same AI Overview results.
Advertisers cannot yet see AI Mode as a separate line in Google Ads. Search Engine Land reported on October 9, 2026 that there is no standalone AI Mode campaign and limited ability to isolate AI Mode ad performance. Until that changes, the cleanest organic read is still Search Console impressions and clicks alongside a traditional SEO baseline. For broader zero-click benchmarks, see the Driven Metrics AI search statistics 2026 report.
What do AI Mode ads mean for local and high-intent searches?
For local searches, the organic competitor next to an AI Mode ad is usually Google’s own listing: AI Mode sent 79.8% of local-intent citations to Google Maps or Business Profile URLs in August 2026, which Driven Metrics calculates as 25.7 times the AI Overviews share.
| Citation destination | AI Overviews, local intent | AI Mode, local intent | Driven Metrics analysis |
|---|---|---|---|
| Google Maps or Business Profile | 3.1% | 79.8% | AI Mode 25.7x AI Overviews |
| Business’s own website | 70.7% | 12.8% | AI Overviews 5.5x AI Mode |
| Social | 12.4% | Not reported | n/a |
| Other | 16.9% | 7.4% | n/a |
| Citations counted | 3,869 | 40,883 | AI Mode produced 10.6x as many local-intent citations |
| AI Mode Google Maps share, 10 verticals | n/a | 43.4% to 88.0% | Unweighted mean 77.75%; median 82.9% |
Note: 50 US metros, 10 home-service and professional verticals, August 2026, as revised September 9, 2026. Source: Steady Demand. The AI Overviews column sums to 103.1% as published; the AI Mode column sums to 100.0%.
The Google listing is the organic surface that matters most in local AI Mode answers. Eight of Steady Demand’s ten verticals sent 76.5% to 88.0% of AI Mode local citations to Maps or Business Profile URLs, led by dentists at 88.0% and plumbers at 85.1%. Personal injury lawyers were the outlier at 43.4%.
Ad pressure differs sharply by local category. SE Ranking’s Legal niche drew 253 distinct advertisers, the fourth-largest pool in its study, while its Healthcare niche showed ads on only 2.64% of keywords. A dentist and a personal injury firm therefore face very different ad environments, even though AI Mode cites both mostly through Google listings.
Demand is already there. BrightLocal’s 2026 survey of 1,002 US adults found 45% had used an AI tool for a local business recommendation in the past year, up from 6%, and 23% had used Google AI Mode for one. Driven Metrics calculates that about half (51.1%) of consumers using AI for local recommendations used AI Mode. For how a different assistant treats local businesses, see our ChatGPT local business recommendation rate report.
Frequently asked questions about Google AI Mode ads
Yes. Google began testing ads in AI Mode on May 21, 2025, and SE Ranking found text ads on 29.45% of US commercial AI Mode queries on June 30, 2026. Since October 16, 2026, Google has also been testing ads for users who connect their apps through Personal Intelligence.
There is no separate AI Mode campaign. Google says Search campaigns using broad match (including AI Max), Shopping and Performance Max are eligible, and it recommends AI Max and Performance Max for its newer 2026 formats. Search Engine Land also reported a small Google test in September 2026 that let exact and phrase match campaigns serve text ads in AI Mode.
Not as of October 2026. Search Engine Land reported on October 9, 2026 that advertisers have limited ability to isolate the performance of ads inside AI Mode, and AI Max reports describe matching and assets rather than the AI Mode placement itself.
Ads do not appear to buy citations. SE Ranking found the advertiser’s domain was cited for only 11.53% of ad-bearing keywords, which Driven Metrics converts to 3.40 cited advertisers per 100 commercial queries, and matched non-advertisers were cited just as often. The effect on organic sources is competition for attention from an average of 1.71 sponsored items per ad-bearing answer.
Partly, for users who opt in. Google’s help page says ads will not be based directly on Gmail or Photos content, but summaries, excerpts and inferences from connected apps may be used to show ads to Personal Intelligence users. Google says it does not personalize ads on sensitive categories such as health or religion.
Methodology
Sources combined: 15 published sources dated May 21, 2025 to October 19, 2026, including Google and Alphabet statements, two SE Ranking keyword studies (50,032 AI Mode keywords and 50,006 ChatGPT prompts, US), Semrush clickstream data, Seer Interactive’s 53-brand CTR panel, Steady Demand’s 86,645-citation local study, BrightLocal’s 1,002-person consumer survey, and trade reporting from Search Engine Land, Search Engine Roundtable and PPC Land.
Formulas: ratios = value A / value B (for example, 53.56 / 24.33 = 2.20x); gaps = value A minus value B in percentage points; per-100-query funnel = ad rate x overlap rate (29.45 x 11.53% = 3.40); share of appearances = niche appearances / 25,243; average per advertiser = 25,243 / 2,930 = 8.62; placements per ad-bearing answer = 25,243 / 14,733 = 1.71; unweighted mean of verticals = sum of 10 shares / 10 = 77.75%; day counts are calendar days between dated events.
Limitations: all ad-rate data comes from single-day snapshots of US commercial keyword sets, and AI Mode results vary by session. Several sources are published by vendors that sell AI visibility or ad intelligence tools. Click data for AI Mode ads does not exist publicly, so we used AI Overview CTR data as the nearest proxy. Driven Metrics did not run its own crawl or survey for this report.
Have AI Mode ad, citation or click data you can share for the next update? Contact Driven Metrics.
Sources
- More opportunities for your business on Google Search. Google (Ads & Commerce Blog). News from Google Team. May 21, 2025. https://blog.google/products/ads-commerce/google-search-ai-brand-discovery/
- Google Ads begin surfacing inside AI Mode as tests expand. Search Engine Land. Anu Adegbola. November 2025. https://searchengineland.com/google-ads-inside-ai-mode-tests-expand-464979
- Google says AI Mode stays ad-free for Personal Intelligence users. Search Engine Land. Anu Adegbola. March 17, 2026. https://searchengineland.com/google-ai-mode-ad-free-personal-intelligence-471861
- A new generation of ads for the AI era of Search. Google (Ads & Commerce Blog). News from Google Team. May 20, 2026. https://blog.google/products/ads-commerce/google-marketing-live-search-ads/
- Q2 2026 earnings call: Remarks from our CEO. Alphabet / Google. Sundar Pichai. July 22, 2026. https://blog.google/company-news/inside-google/message-ceo/alphabet-earnings-q2-2026/
- AI Mode now shows ads on nearly 1 in 3 commercial queries. SE Ranking. Yevheniia Khromova. July 14, 2026. https://seranking.com/blog/google-ai-mode-ads/
- ChatGPT shows ads on 1 in 4 commercial queries. Yet, 1 in 7 appear for the wrong topic. SE Ranking. Yulia Deda. August 10, 2026. https://seranking.com/blog/chatgpt-ads-study/
- Similarweb opens AI ad data as 26% of ChatGPT replies carry sponsored ads (reporting Similarweb and Adthena data). PPC Land. Luis Rijo. August 17, 2026. https://ppc.land/similarweb-opens-ai-ad-data-as-26-of-chatgpt-replies-carry-sponsored-ads/
- Google AI Mode ads: Everything you need to know. Search Engine Land. Leigh Buttrey. October 9, 2026. https://searchengineland.com/google-ai-mode-ads-everything-you-need-to-know-494628
- Google begins testing ads in AI Mode for users with Personal Intelligence enabled. Search Engine Land. Anu Adegbola. October 16, 2026. https://searchengineland.com/google-begins-testing-ads-in-ai-mode-for-users-with-personal-intelligence-enabled-496990
- Google Ads Now In AI Mode With Personal Intelligence. Search Engine Roundtable. Barry Schwartz. October 19, 2026. https://www.seroundtable.com/google-ads-ai-mode-personal-intelligence-42320.html
- Google AI Mode’s Early Adoption and SEO Impact. Semrush. Luke Harsel. July 30, 2025. https://www.semrush.com/blog/google-ai-mode-seo-impact/
- AIO Impact on Google CTR: 2026 Update. Seer Interactive. Tracy McDonald, Hannah Cooley, Marketa Williams. April 24, 2026. https://www.seerinteractive.com/insights/aio-impact-on-google-ctr-2026-update
- AI Overviews and AI Mode both cite local businesses in almost opposite ways. Steady Demand. Ben Fisher. August 22, 2026 (revised September 9, 2026). https://www.steadydemand.com/ai-overviews-and-ai-mode-both-cite-local-businesses-in-almost-opposite-ways-ai-optimization-is-different-for-each/
- Nearly Half of Consumers are Asking AI for Business Recommendations. BrightLocal. Rosie Murphy. March 10, 2026. https://www.brightlocal.com/research/lcrs-ai-trust/
