AI answers vary.
The evidence shows how.

A field report from dated client observations and Tendou’s own visibility audit. It explains the patterns without presenting mixed questions as a league table.

Discuss your business ↗AI visibility service

Recorded samples

What the portfolio shows.

The same brand can be strong on one platform and absent on another.

Exterior Design was named and cited by Google AI for a combined exterior-services question while Gemini did not name it in the separately observed answer.

Local and national questions produce different coverage.

Bowed Strings appeared more consistently for Woodlands children’s lesson questions than for broad national school-selection questions.

Named and cited are different outcomes.

Some Welo and Bowed answers named the business through Maps or answer text without a verified owned-site citation.

AI visibility needs accuracy checks.

Several Bowed answers contained incorrect offer details. Being mentioned is useful only when the representation is also accurate.

Tendou’s own baseline

We measure
ourselves too.

On 27 September 2026, Tendou was named in zero of 30 completed answers from the locked ten-question Singapore panel: Google AI 0 of 10, Gemini 0 of 10 and Perplexity 0 of 10. ChatGPT was technically unstable, so those attempts remain unknown rather than absent.

The earlier 25 September panel was also zero of 18 usable answers. Both results remain published because a new page or submission is not an AI visibility win. View the full 32-question, 74-answer dataset and download the CSV ↗

Search Console · Google AI

What our Google AI report showed.

On 9 November 2026, Tendou read its tendou.ai property for 11 October to 7 November in Google’s Generative AI performance report, Web (text). The property recorded 712 link impressions worldwide and 522 with Singapore selected. The worldwide total includes Singapore.

The specialty chemical suppliers guide had 130 Singapore page impressions. The Singapore agency page and the dedicated AEO agency page had no returned row in the Singapore page table. An omitted row leaves that page’s exposure unknown. The example shows why we check editorial guides and service pages separately. How we measure this.

Method

Questions stay fixed.
Platforms stay separate.

Each observation records the exact question, platform and date. A visible owned-site link is required for “cited”. A business name without that link is “named”. Missing or blocked answers are “unknown”.

Different question cohorts are not combined into a before-and-after claim. The report describes what the captured answers showed at that time.

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Let’s build something useful

What’s holding
your business back?

A website that needs work. Customers who can’t find you. A team running on spreadsheets and messages. Start there.

Singapore · Brayden ↗Kuala Lumpur · James ↗

[email protected]

AI answers vary.The evidence shows how.