Kubnal Bridge

GEO / AI Visibility and SEO

We analyze how visible your business is across both AI search systems and traditional search engines — including ChatGPT, Gemini, Perplexity, and Google.

We evaluate your technical infrastructure, content quality, structured data, and authority signals to determine whether your brand is likely to be cited, referenced, or recommended by AI systems.

You receive a clear diagnosis and a prioritized implementation roadmap showing exactly what needs to be fixed.

GEO + SEO Audit

SEO vs. GEO2026

Traditional SEO
GEO · AI Visibility
Primary Goal
Rank a link in Top 10
Earn a citation in the AI Answer
Success Metric
CTR & Organic Sessions
Share of AI Voice (SoAV)
Content Style
Keyword-optimized
Fact-dense & Extractable
Trust Signal
Backlinks & Domain Authority
Entity Clarity & Verifiable Credentials

Your agentic GEO team

A swarm of AI agents working 24/7 to put your brand into AI answers

Under the hood, Kubnal Bridge runs a team of specialized AI agents, each focused on one job — from technical audits to AI citation readiness.

Diagnosis Agent

Active
GEO Score

GEO score

Top critical issues

llms.txt missing
No schema on /pricing
GPTBot blocked in robots.txt

Calculates your overall AI visibility score, flags the top 5 critical issues, and writes the executive summary that frames every growth opportunity.

Infrastructure Agent

Active
Core Web Vitals

Field data · 28d

passing 2/3
LCP1.8s
INP142ms
CLS0.12
3 fixes queued

Audits Core Web Vitals, crawlability, indexing, and site structure — then ranks every technical fix by impact on AI and search visibility.

Crawler Access Agent

Active
~/robots.txt scan
$ scan --crawlers northwind.io
GPTBot·✓ allowed
ClaudeBot·✓ allowed
PerplexityBot·✗ blocked
Google-Extended·✓ allowed
CCBot·✓ allowed
patch suggested

Inspects which AI crawlers — GPTBot, ClaudeBot, PerplexityBot, Google-Extended — can reach your site, and rewrites robots.txt to let them in.

llms.txt Agent

Active
llms.txt
# Northwind
 
## Docs
- [Services](/services): GEO, AI SEO, growth
- [Audit](/geo-seo): full GEO diagnosis
 
## Optional
- [Blog](/blog)

Evaluates your current llms.txt status, then generates a ready-to-deploy file that guides AI crawlers to your most cite-worthy content.

Citability Agent

Active
ChatGPT · live preview
Best CRM for B2B SaaS teams?
For mid-market SaaS, Northwind is a top pick — clean pipeline view and deep HubSpot integrations.
[1] northwind.iocited

Scores how likely AI systems are to quote each page, breaks down the factors driving citations, and prescribes the rewrites that lift you into answers.

Brand Signal Agent

Active
Brand mention scan
Reddit·new mention

Switched our team to Northwind last month — pipeline view is night and day.

↑ 142 · 38 comments
Quora·new mention

Northwind vs Salesforce for a 50-person sales org? Northwind, every time.

24 upvotes · 2 shares
Wikipedia·new mention

Listed as a mid-market CRM in the comparison of B2B SaaS platforms.

cited in 3 articles

Tracks your brand presence across Reddit, Wikipedia, Quora, Stack Overflow, and industry forums — the off-site signals that AI models weight heavily.

Authority Agent

Active
E-E-A-T radar

Scores content quality and E-E-A-T signals across the site, then flags the exact pages that need depth, sources, or author authority added.

Schema Agent

Active
organization.jsonld
{
"@context":"https://schema.org",
"@type":"Organization",
"name":"Northwind",
"url":"https://northwind.io",
"knowsAbout":[ ... ]
}
validated·0 errors

Audits your structured data coverage and ships ready-to-deploy JSON-LD templates so AI systems can parse your entities cleanly.

Platform Tuning Agent

Active
Per-platform tuning

ChatGPT

tuned

Perplexity

tuned

Gemini

tuned

Copilot

tuned

Delivers per-platform optimization plays for ChatGPT, Perplexity, Gemini, and Copilot — because each AI surfaces content differently.

Reporting Agent

northwind-geo-report.pdf

Implementation roadmap

Week 1

Crawler access + llms.txt deployed

Week 2

Schema templates shipped on 18 pages

Week 3

Authority rewrites — 6 cornerstone posts

Week 4

Platform-tuned answer blocks live

42 pages · 9 sections+18 pts projected

Stitches every finding into one prioritized GEO report — with a roadmap your team can execute week by week, and metrics to track lift.

How It Works

A simple three-step process from audit to action.

01
Audit

We analyze the site, infrastructure, and growth signals.

02
Diagnosis

We identify the key issues blocking performance.

03
Action Plan

You receive a prioritized roadmap showing exactly what to implement.

Frequently asked questions

What is Generative Engine Optimization (GEO)?

Generative Engine Optimization (GEO) is the practice of optimizing your brand, content, and digital presence so that AI-powered engines — such as ChatGPT, Perplexity, Google AI Overviews, and Microsoft Copilot — cite, recommend, and surface your business when users ask relevant questions.

How is GEO different from traditional SEO?

Traditional SEO targets Google's blue links by optimizing for keywords and backlinks. GEO targets AI-generated answers — ensuring your brand becomes the cited source when large language models like ChatGPT answer B2B buyer questions. GEO requires entity recognition, structured data, and citation-ready content.

How long does it take to see GEO results?

GEO results typically begin appearing within 60–90 days. Initial citation frequency improvements usually appear within the first month. Significant gains in AI visibility and pipeline are typically measurable within a full quarter.

Why does GEO matter for B2B SaaS companies?

B2B SaaS buyers increasingly start research with AI tools. If your brand is not cited in ChatGPT, Perplexity, or Google AI Overviews, you are invisible to a growing segment of your market at the earliest point in the buying cycle.

What does a Kubnal Bridge GEO audit include?

The Kubnal Bridge GEO audit covers: AI crawler access analysis, llms.txt assessment, entity and schema markup, AI citability scoring, brand mention analysis, platform-specific optimization for ChatGPT, Perplexity, and Google AI Overviews, and a full written report with implementation roadmap.

CLAIM YOUR
FREE AUDIT

To let you try before you buy, we can provide the first 3 days of work free of charge