In your industry,
what will AI say?
GEO already covers 20 industries; nine have ready playbooks that say how to do it. Insight reports put method and data in your hands. Match the role and real questions first, then monitoring, delivery, and reports.
Three roles, three different questions
PR fears errors, marketing fears invisibility, growth fears missing the shortlist. Industry programs match your role first, then the category.
Brand / PR
AI gets price, credentials, or wording wrong, or keeps stale news in answers. You need correction, evidence, and a fast retest.
Marketing / category
“Which to gift” and “how to choose at this price” leave you out. You need category mindshare, competitor benchmarks, and citations.
Growth / product
For “which to pick,” “how they compare,” and “is it for me,” AI returns a shortlist. Miss it and the top of the funnel breaks.
Industry solutions
Finance fears errors, auto races a launch window, healthcare needs accuracy. Questions differ by industry — so do monitoring and delivery.
Finance
Keep brand wording in AI answers inside regulatory bounds and cut compliance risk.
- Compliant phrasing lexicon and semantic audit
- Live consistency monitoring of AI answers
Auto
Take AI recommendation slots in a launch window, against competitor volume and recommend intent.
- Launch-window mention-rate sprint
- Competitor-model answer benchmarking
Healthcare & pharma
Build a professional-term knowledge graph so AI citations stay accurate.
- Medical-term semantic standardization
- False-claim and misleading-copy alerts
FMCG
Map purchase-intent keywords and hold category mindshare in AI recommendations.
- Category mention-rate benchmark
- Purchase-intent coverage analysis
3C & appliances
Raise how often product selling points are cited in AI answers — especially spec comparisons.
- Selling-point citation tracking
- Spec-comparison recommendation work
Internet & IT
Raise SaaS visibility in AI search and shortlist rank.
- Shortlist-scene mention-rate work
- Share-of-voice tracking across platforms
Government
Govern authoritative sources so civic information stays accurate in AI answers.
- Authoritative-source weight lift
- Negative-wording alerts and fixes
Education & training
Raise institution recommendation rate in AI school and course answers.
- School-choice intent keyword coverage
- Course recommendation rank tracking
Real estate
Raise project rank and factual accuracy in AI home-buying answers.
- Area project recommendation monitoring
- Home-buying intent semantic coverage
Diagnosis
A cross-platform AI visibility check, with competitor benchmarks and a priority list.
Strategy in market
GEO canvas planning plus AI-friendly content — brand semantic assets that can be cited.
Outcome monitoring
DZOS tracks mention rate and citation change into a continuous loop.
An industry program — not just a few cards
Monitoring shows where you are, delivery changes the answers, reports go upstairs. All three share one industry question list.
DZOS brand monitoring
Map core terms and monitoring questions to this industry’s frequent asks — mention rate, sentiment by platform, and whether content is cited.
View monitoring systemGEO optimization & delivery
Turn the question list into content, a fact library, and structured injection. Consultants run six steps; every two weeks we review whether mention rate moved.
See how we deliverIndustry insight reports
White papers, methods, competitor notes, and industry issues — trends for leadership, actions for operators. No more midnight slide decks.
Download reportsThis is how users ask AI now
Programs do not start from industry nouns — they start from these sentences. Monitoring questions and content are built around them.
Finance
- Which wealth product is safer?
- What does this insurance actually cover?
Auto
- This product vs competitors—how to choose?
- Real winter range—what discount?
Healthcare & pharma
- Good for long-term use?
- What do authoritative guides say?
Large FMCG
- Better gift option—which one?
- Best value in this category?
3C & home appliances
- Best buy at this price point?
- Versus last gen—is the upgrade worth it?
Internet / IT
- Any alternative to a given tool?
- Which fits small and mid-size teams better?
Government
- How is this policy implemented now?
- What documents and entry points are required?
Education & training
- Which course fits my child?
- Which provider has steadier reputation?
Real estate
- Which projects in this area are worth a look?
- At the same total price, which is recommended?
GEO insight reports
From DZOS multi-platform data and 500 client programs: actionable strategy notes and industry trends.
2026 AI search trends and GEO marketing white paper
How traffic is shifting into DeepSeek, Doubao, Kimi, and other AI search entries — and where brands can show up.
- Trend map across 20+ AI platforms
- GEO spend ROI model
Brand AI visibility monitoring: method and practice
From mention rate and source quality to review rules — a measurable monitoring system.
- DZOS metric system, explained
- Monitor → diagnose loop SOP
Competitor GEO benchmarking: how to take the recommendation slot in AI answers
Break down competitor rank and content tactics on key intents.
- Share-of-voice benchmark frame
- Five steps to take the recommendation slot
2026 brand AI crisis control and GEO response
Spot negative wording and risky sources in AI answers, then set alerts and a fix path.
- Risky-source trace list
- Negative-wording fix playbook
Finance GEO: compliant wording and answer consistency
Finance compliance boundaries — so AI citations match regulatory wording.
- Compliant phrasing lexicon template
- Playbook for sensitive regulatory scenes
FMCG category mindshare and purchase-intent insight
How FMCG brands hold category mindshare and purchase-intent coverage in AI recommendations.
- Category mention-rate baselines
- Purchase-intent keyword map
Hot-topic notes and GEO guides keep landing in News.Read the news
From picking an industry to the first evidence
You do not need a full-year package first. Run brand terms and the question list, then decide how much to put into monitoring, content, and consulting.
Lock industry questions
Pick 20–50 sentences people actually ask — not a loose list of brand keywords.
Run a first monitoring pass
Set core terms, competitors, and platforms in DZOS. See mention rate, sentiment, and citations — know where you stand first.
Fill content and sources
Fill gaps with citable content, fix site facts, and add authority pages to link monitoring — then retest next cycle.
Report with the reports
Send brand reports and industry insights to leadership or clients — no more screenshot slide decks.
Check movement every two weeks
If mention rate rises, double down. If not, change the question or the source. Delivery follows six steps, each with an acceptance item.
Expand to more scenes
From one product line to a category, from domestic models to ChatGPT / Gemini — the same task structure copies.
These questions come up before every kickoff
See where your industry ranks in AI answers
Leave brand and industry — we return a visibility diagnosis on your question list.