GEOforge vs Visby

Visby shows you the gap.
GEOforge closes it.

Both tools track your brand in AI search. Only one actually does something about it — with proprietary knowledge grounding, grounded content production, and active citation management.

Last updated on 9 August 2026
The quick take

What each tool actually does

Before comparing features and price, it's worth being clear about what problem each one solves — because they're solving different problems.

GEOforge
Built to get your brand cited in AI answers — not just tracked in them
GEOforge is a full GEO execution platform. It monitors your AI visibility, then uses your own proprietary knowledge — calls, SME content, product data — to produce and publish content that changes what LLMs say about your brand. Create is $350/mo per brand, Dominate $695/mo, with a 14-day free trial of the whole platform.
  • BaseForge: ingests your calls, docs, SME interviews, and product data to create high information gain content
  • 50 grounded pages a month on Create, 100 on Dominate, unlimited on Enterprise — a flat monthly price, no per-article credits
  • CiteForge: auto-publishing, active citation building, and citation tracking
  • Direct CMS publishing to WordPress, Webflow and Wix
  • Enterprise/Agency Managed Services: Hop AI runs everything end-to-end, priced on request
Visby AI
A self-serve dashboard for tracking and task generation in AI search
Visby tracks brand mentions across ChatGPT, Claude, Gemini and Google AI Overviews, surfaces visibility gaps, and generates prioritised GEO tasks. It also includes capped article generation and a citations report. A solid entry point for solo marketers — but execution still falls to you.
  • Clean, intuitive tracking — three engines per plan, chosen from ChatGPT, Claude, Gemini and Google AI Overviews
  • Competitor visibility benchmarking and prompt gap analysis
  • ~ Article generation included — capped at 5/mo (Starter), 15/mo (Growth), 25/mo (Enterprise)
  • No proprietary knowledge base ingestion — all content based on public web signals
  • ~ Citations reporting shows which domains and pages get cited, but there's no outreach or reference network building
Feature comparison

Side by side

How the two platforms compare on the capabilities that actually move AI visibility — not just report on it.

GEOforge Visby AI
Tracks your brand in AI answers Yes — ChatGPT, Google AI Overviews and Google AI Mode via SignalForge Yes — three engines per plan, chosen from ChatGPT, Claude, Gemini and Google AI Overviews
Competitor AI visibility benchmarking Yes — share-of-voice comparison, 10 competitors tracked from Create up Yes — prompt gap analysis shows where competitors appear and you don't
Proprietary knowledge base BaseForge — ingests calls, docs, SME content, product data Unique Not offered — recommendations based on public web signals only
Content production 50 pages/mo on Create · 100 on Dominate · unlimited on Enterprise — every page grounded in your knowledge base Grounded Capped — 5 articles/mo (Starter) · 15 (Growth) · 25 (Enterprise) Capped
Citation management CiteForge — active citation building, auto-publishing, citation impact tracking Unique Reporting only — a citations view of which domains and pages get cited. No outreach or reference building
Direct CMS publishing Yes — WordPress, Webflow and Wix publishing on Dominate Limited — Shopify product fixes can be pushed; articles must be published manually
Review & social proof tracking Citation tracking across reference sources via CiteForge Yes — G2, Trustpilot, Reddit sentiment monitoring
Paid media (Google / LinkedIn Ads) Yes — managed alongside your GEO programme as a Google Partner agency Not offered
Managed / done-for-you option Yes — Enterprise/Agency Managed Services, with a dedicated GEO strategist. Custom priced Not offered — self-serve only (Enterprise adds a deep-dive audit and an expert call)
Pricing

What you actually pay

Both tools publish their prices, which makes this an unusually clean comparison. Visby is $79/mo for tracking and 5 articles, $199/mo on Growth. GEOforge is $350/mo on Create and $695/mo on Dominate. The gap isn't really the number — it's whether you're buying a dashboard or an execution engine.

GEOforge
$350/mo
Create — per brand. 50 grounded pages/mo, 30 prompts, 10 competitors
$695/mo
Dominate — per brand. 100 grounded pages/mo, deeper sampling, CiteForge, CMS publishing
AI visibility monitoring — ChatGPT, Google AI Overviews & Google AI Mode
Competitor benchmarking and share of voice (SignalForge)
Proprietary knowledge base ingestion (BaseForge)
50–100 grounded pages a month, every one built from your own knowledge
Citation building & tracking (CiteForge, on Dominate)
Direct CMS publishing — WordPress, Webflow, Wix (on Dominate)
Start with the 14-day free trial: full platform, every module, no card required. Enterprise/Agency is custom priced and adds multiple brands, unlimited content production and Managed Services — dedicated GEO strategist, knowledge base curation, content pipeline management, active citation building and white-label reporting. Annual billing saves 15%.
Visby AI
$79/mo
Starter — 1 domain, 15 prompts, 5 articles/mo, 1 seat
$199/mo
Growth — 3 domains, 90 prompts, 15 articles/mo, 3 seats
Brand tracking — three engines from ChatGPT, Claude, Gemini & Google AI Overviews
Competitor prompt gap analysis
Automated GEO task generation
No proprietary knowledge base
Citations are reported, not built — no outreach
No managed service — you execute the tasks yourself
AI answer analysis is metered too: 45/mo on Starter, 270/mo on Growth. Article generation is hard-capped at every tier, Enterprise included at 25/mo. Enterprise pricing requires a sales call and adds a GEO deep-dive audit and expert consultation — not ongoing managed execution.
The bottom line

Which one is right for you?

Honestly, it depends on what you're trying to solve — and whether you want data or results.

Choose GEOforge if…
You want AI visibility to actually improve — not just be measured more neatly
You have proprietary knowledge (calls, SME expertise, product data) that should be grounding your GEO content
You need content at volume — 100 grounded pages a month on Dominate against Visby's 15, and unlimited on Enterprise
You want citations actively built rather than only reported, or a team to run GEO for you under Enterprise/Agency Managed Services
Visby might suit you if…
You're early-stage and $79/mo for tracking is the right first step before committing to full execution
You have an in-house content team that can act on task recommendations themselves
You specifically need Claude and Gemini tracked — GEOforge measures ChatGPT, Google AI Overviews and Google AI Mode
Budget is the primary constraint and you're willing to do the implementation work yourself

See where you stand in AI search — free

We'll run an AI visibility check across ChatGPT, Google AI Overviews and Google AI Mode and show you exactly how you compare to your top competitors. No commitment needed.