Turn brand knowledge into assets AI engines can find, cite, and convert
Geora helps brands measure AI visibility, generate merchant-ready assets, publish them with structure and governance, and prove assisted revenue impact.
Built for teams running
Citation uplift +18%
Built around the layer others skip
Observe the market, publish structured assets, and prove commercial influence in one merchant-native operating system.
Observe
Track prompt clusters, answer snapshots, mention share, citation share, and competitor gaps by model and market.
Publish
Turn diagnosis into FAQ pages, comparison assets, structured outputs, and publish tasks connected to real channels.
Prove
Connect visibility movement to citations, referrals, branded demand, and assisted revenue without forcing fake certainty.
A complete system for AI visibility operations
Geora is designed as a layered operating system. We keep what already exists in the product, upgrade what needs to become structured, and center the roadmap on publish ops.
Measure
Build a repeatable view of where your brand and products appear inside AI answers.
Diagnose
Turn missing visibility into structured reason codes your team can act on.
Asset Studio
Generate merchant-ready assets instead of stopping at generic content suggestions.
Publish Ops
The missing middle layer that turns recommendations into crawlable, reviewable assets.
Citation Intelligence
Understand why competitors earn citations and which source types move answers.
Attribution & Revenue Proof
Measure influence across the AI decision chain instead of only clicks.
Create publish-ready assets for AI discovery and conversion
Generate the content and creative modules that feed your publish layer, then route them into real workflows.
See how tools fit the platformAd Angles
Generate differentiated narratives tied to prompt clusters, buyer context, and comparison intent.
The Geora Operating Loop
Measure → Diagnose → Act → Prove, with publish ops at the center. Repeat weekly, compound monthly.
Measure
Benchmark AI visibility, citations, and recommendation share by prompt cluster.
Diagnose
Find source gaps, semantic gaps, and competitor pressure points in minutes.
Act
Convert recommendations into publishable content tasks and creative assets instantly.
Prove
Tie visibility changes to visits, leads, and revenue with clear attribution.
Zero setup required for enterprise nodes
Playbooks and guidance for merchant AI visibility
Merchant AI Visibility Playbook
A practical system to win category, comparison, and best-for prompts with structured assets.
Publish-layer execution
How to turn AI visibility diagnosis into FAQ, comparison, creative, and hosted-page workflows.
Platform architecture guide
See how observation, publish ops, governance, and attribution fit into one system.
Pricing aligned to launch maturity
Start with visibility and asset generation, then scale into publish ops and proof once the loop is working.
Free
Visibility baseline and starter asset workflows.
Questions growth teams ask before building the publish layer
Short answers to the most important positioning and product questions behind the new Geora direction.
How is Geora different from AI visibility dashboards?
Geora includes observability, but the product center is publish ops: it turns diagnosis into structured assets, workflows, and attributable outcomes.
Why is L4 publish ops so important?
Without a stable publish layer, generated recommendations stay as drafts. Publish ops makes them crawlable, structured, reviewable, and reusable.
Does Geora replace SEO or ecommerce tooling?
No. It extends your stack with AI visibility measurement, merchant-ready publishing, and proof layers on top of your existing site and systems.
What should a team launch first?
Start with prompt mapping, visibility diagnosis, one publish workflow, and a small set of FAQ or comparison assets tied to high-intent queries.