What are 8 leading AI models saying about your brand?
Find out within 25 minutes. Get a 90-day plan to fix what's wrong. Eight leading AI models are now where your customers research vendors, Sentinel AI tests how your brand shows up across all of them and delivers consulting-grade Generative Engine Optimization (GEO) intelligence that tells you exactly what to do about it.
We run it for you, end to end.
Sentinel GEO is a consulting-grade, fully managed engagement. AIXF runs the entire pipeline, you confirm scope on a short fit call and receive the intelligence and the 90-day plan.
Sentinel GEO
- AIXF runs it, 8-Axiom managed pipeline
- Consulting-grade diagnostic + 90-day roadmap
- Fully managed, we confirm scope on a fit call
- Best for enterprise & mid-market brands
Your buyers stopped Googling.
They're asking AI.
When a CMO researches IT consulting firms, marketing agencies, or SaaS vendors today, the first question is no longer typed into a search engine. It's typed into an AI assistant. The answer those models give shapes the shortlist before your brand ever gets a chance to be considered.
If your brand isn't appearing in those answers, you're invisible at the moment of highest buyer intent. If your brand is appearing but framed as "one of several options" instead of "recommended," you're losing deals you don't even know you're competing for.
Sentinel AI tells you exactly where you stand across all eight leading AI models, and delivers a sequenced 90-day plan to convert presence into preference.
Four fields. Eight AI models. Under 25 minutes.
Most AI visibility tools demand you configure 30+ queries before they'll run. Sentinel needs four things, and figures out the rest.
Tell us about your brand
Four fields: company name, city/state, website URL, and the email for delivery. Sentinel’s Axiom figures out the rest, your industry, your competitors, the queries your buyers are actually asking.
Sentinel runs 8 AI models in parallel
Eight leading AI models, queried in parallel. Five high-intent category queries per cycle, the kind of questions real buyers actually type. 40 verified AI responses captured. Sentiment verified directly from response text, no metadata shortcuts.
Your intelligence report lands in your inbox
A consulting-grade document with your strategic frame, model-by-model breakdown, competitive landscape, source affinity intelligence, and ranked recommendations. Within 25 minutes.
Real reports. Real intelligence.
The sample reports on the Proof page are generated by the same pipeline that produces your report. Brand names, locations, and competitors have been replaced for confidentiality. Numbers, methodology, and structure are real outputs from a real cycle.
A managed GEO service. Built on outcomes.
Start with the diagnostic. From there Sentinel runs on a monthly cycle and every figure it reports is deterministically measured, the same engine that scores you is the one we are willing to be paid against.
The full eight model sweep, every cycle
The complete diagnostic is rerun on cadence, not once. Five high intent category queries per cycle across eight leading models, forty verified responses read in full, with sentiment confirmed from the response text rather than metadata.
A delta report that shows what moved
Model by model movement since the last cycle: where you gained a mention, where you lost one, how the framing changed, and which competitor took the position you used to hold.
Mention and citation intelligence
Where you appear, how you are described, and which sources the models are pulling from when they answer questions in your category. Source affinity is the map that tells us what to publish next.
Competitor watchlist and displacement
Named rivals tracked cycle over cycle for share of answer, then systematically engineered out of the recommendation set where your evidence is genuinely stronger.
Remediation content, produced for you
AIXF content engines create and publish the assets the models actually cite, including podcast and newsletter authority signals built on the same machinery that runs our own daily media network.
Strategist sessions and priority escalation
Working sessions on the next ninety days, plus first handling when a new model launches or a ranking shock moves your category overnight.
A mid market IT consulting firm, three cycles in
A real engagement pattern with the brand and competitors changed. Names aside, this is what the cadence produces.
- Cycle one, the diagnostic: eight models asked the questions their buyers actually type, such as who the leading providers in the category are. The firm appeared in eleven of forty responses, and in nine of those it was listed neutrally rather than recommended.
- Source affinity showed the models were citing two industry directories and a comparison site the firm had never claimed, and almost never citing the firm’s own site.
- The roadmap sequenced the fix: claim and correct the three cited sources first, then publish the category evidence the models had nothing to pull from, in dependency order rather than by effort.
- Cycle two: remediation content shipped, the claimed profiles were re crawled, and the delta report showed the firm moving from eleven mentions to nineteen, with four of them framed as a recommendation.
- Cycle three: two named rivals were targeted where the firm’s proof was objectively stronger, and the watchlist tracked the change in share of answer week over week.
Every figure in that story came from the same deterministic measurement engine, which is why we are willing to be paid against a mention floor rather than against activity.
Brands competing in AI assisted B2B research.
B2B services brands
IT consulting, marketing agencies, professional services, SaaS, anywhere a buyer’s first move is asking an AI assistant for a vendor recommendation. If you’re already invisible or merely listed, every neutral mention is a lost deal.
Mid-market marketing leaders
CMOs and VPs of Marketing who need defensible intelligence about how AI is positioning their brand, not a tool to learn, not a dashboard to monitor, not a subscription to manage. One report. Real answers. Done.
Founder-led companies
For founders who don’t have a marketing team but need the same caliber of competitive intelligence the big firms get. Four fields, under 25 minutes, complete report.
How the intelligence gets built.
Generative Engine Optimization (GEO) is the discipline of improving how a brand appears in responses from generative AI engines, the eight leading models your buyers rely on. Where traditional SEO optimized for ranked search results, GEO optimizes for the answers AI systems give when buyers ask about your category. Sentinel AI is AIXF's GEO intelligence product, the diagnostic layer that tells you exactly where your brand stands, and the strategic layer that gives you a sequenced 90-day plan to fix what's wrong.
The methodology choice that makes the difference: Most AI visibility tools ask the AI about your brand directly, "What is [Brand] and what do they do?" That's an awareness test, and the answer is almost always "yes, I've heard of them." Sentinel AI asks the questions real buyers actually type, "What are the top firms in this category?", "Who are the leading providers for this problem?" If your brand shows up unprompted in that answer, you're being recommended. If it doesn't, you're invisible at the moment of highest buyer intent. That's a fundamentally harder test, and it's the one that matters.
Sentinel AI is built on an 8-Axiom parallel architecture. Eight specialized spoke Axioms, each owning one leading AI model, fire simultaneously through AIXF's agentic AI dispatch layer, covering the full frontier model landscape your buyers use. Five category-discovery queries per cycle, 40 verified AI responses captured. Every response is read, sentiment verified directly from response text, brand mentions confirmed by reading actual content, not by trusting metadata.
The Diagnostician Axiom then synthesizes those responses into a structured intelligence report using the AIXF 7-Category Diagnostic Framework. Every finding is tied to specific data. Every recommendation is tied to a specific finding. A six-criterion self-audit runs before any report is delivered, verifying that no recommendation is generic, no metric is fabricated, no quote is hallucinated, and no model is referenced that wasn't actually tested.
For the full engagement, the Strategist Axiom produces a sequenced 90-day GEO roadmap with dependency-aware action ordering. Every action ties to a finding. Every metric ties to a measurable outcome in the next Sentinel cycle. The same six-criterion audit runs on the Strategist output before delivery.