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The Maze: Google's AI-written search summaries can borrow information from a rival even when someone asks about a named software supplier. A newly published study found competitor-owned links in 21.7% of sampled answers about buying business software. That measures sources in answers, not customers switching suppliers.

Study chart comparing competitor citation rates across alternatives pricing and reviews questions

Source: Foundation / Writesonic. Rival links by question type in this selected software study. B2B SaaS means subscription software sold to businesses; BOFU means questions close to a buying decision.

The Details:

  • The sample tracks questions, not purchases. Marketing agency Foundation and search-monitoring software provider Writesonic analysed 1,235 questions naming one software brand plus a buying term. They repeated them weekly from June 29 to September 21, generating 15,716 Google AI Overviews over 13 runs. An Overview is Google's AI-written summary with links to supporting websites. A competitor citation means a link to another supplier in the same software category. In 11.9% of answers, a rival had a source link while the named supplier did not. The named brand could still appear in the answer's text.

  • Asking for alternatives changes the result. The sample contained 541 alternatives questions, compared with 298 about pricing and 377 about reviews. Rival sites appeared in 35.8% of alternatives answers, 13.4% of pricing answers and 7.8% of reviews answers. That difference has a straightforward explanation: someone asking for alternatives wants other options. Rival inclusion is not automatically an intrusion. The named supplier's own site appeared in 75.7% of pricing answers but only 32.9% of alternatives answers. A company's ability to supply the right facts depends on what the buyer actually asks.

  • Existing comparison pages can become source material. Foundation says a Gorgias guide to Kustomer's pricing appeared in 12 of 13 weekly runs for one annual-contract question. Both companies sell customer-service software. The Gorgias page puts a pricing summary near the top and promotes its own product in a comparison table. It dates back to 2020 and shows a May 2026 update. This illustrates a potential influence point before a buyer visits the named supplier. It does not prove that the page's layout caused its citations, that every price is correct, or that anyone changed their purchase.

MarketMaze Take: A brand name is a starting point, not ownership of the answer. The useful finding is the large difference between question types. Suppliers can miss competitive exposure if they check only their company name. But a citation count alone cannot tell them whether that exposure cost a customer.

  • Separate the questions before buying the cure. Suppliers in other markets can test the pricing, reviews and alternatives questions their own buyers use. The study's weekly rival-citation rate moved between 12.7% and 30.2%, so one check can mislead. Foundation sells visibility services, and Writesonic supplies the tracking. Their data supports a better diagnostic; it does not establish that buying more comparison content guarantees citations or revenue.

  • Keep the comparison honest. Ahrefs found one rival site in 57 source lists from a separate panel of bare brand names. That is a different population, not proof that adding a buying word multiplies risk twelvefold. Foundation's selected English-language software sample also leaves search location and device conditions unspecified. Its percentage cannot stand in for all countries, industries or buyers.

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