
Every AI answeris your brand'sfirst impression
A citation-first GEO operating system: a 30-day audit, a content engine, weekly citation tracking, and a 3-week rewrite loop.
In the age of AI search, here's the experience buyers expect:
Understood
AI engines grasp who you are and the problem you solve: through entity building, structured data, and knowledge graphs.
Trusted
Verifiable data, a named methodology, and a traceable third-party footprint, not marketing spin.
Cited
Show up inside the answer, not buried in ten blue links, with citation rate and answer share measured week over week.
A citation-first operating system
- Content Engine
- Schema
- llms.txt
- Agent Skills
The GEO flywheel:taken apart
From a pre-contract revenue forecast model to the 30-day audit, 90-day validation, and 3-week rewrite loop: every step ships a verifiable deliverable backed by data.
Read the full methodology →30-day audit: quantify the gaps first
Before you sign, you see the revenue forecast model. Within 30 days of kickoff, we map your brand's visibility across all six major AI engines: which prompts you're missing, why competitors get cited, and where the content and structural gaps are: delivered as a prioritized roadmap you can act on immediately.
Content engine: designed to get cited
We optimize content structure for machine extraction: definition blocks, comparison tables, original benchmarks, and schema markup that establish entity authority across major LLMs.
- Definition blocks: clear single-sentence entity descriptions
- Comparison tables: direct evaluation criteria for shortlists
- Original data: primary research worth citing
- Structured FAQ: answers aligned to verified buyer queries
Weekly tracking: watch your citation rate like a stock
Every week we track your brand's citation rate and answer share across ChatGPT, Perplexity, AI Overviews, and more, quantifying the impact of every content iteration: gaps drop straight into the rewrite queue, measured against the forecast model week by week through the 90-day validation period.
* On-screen figures are illustrative; the weekly tracking dashboard is authoritative
Integrated With the 3-Week Rewrite Loop
Each asset has target prompts and agreed citation metrics. Pages without signals return to diagnosis, and current evidence determines the next work. Review weekly citation data against the agreed targets to decide the next work. AI citation is not guaranteed.
Examples and measurement
A synthesized representation; it is not attributable to one customer record.
MarTech: 320 prompts, won back one by one
- 11% → 58%
- Answer share
- -50%
- SQL cost
- 320 prompts
- Targeted prompts
Plug into your existing content and data stack
No CMS swap, no site rebuild: the platform runs on top of the stack you already have.
Transparency built for the enterprise
- Named deliverables checklist
- Month-to-month, no long-term contract
- 90-day validation period: walk away anytime if we miss the forecast
- Revenue forecast model delivered before you sign
Ready for AIto start recommending you?
Walk away with a six-engine visibility snapshot · yours to keep, deal or no deal