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Module 03 · AI SEO Copilot · live

Not a chatbot. A domain-aware copilot.

Reads your Search Console, your product catalog, your brand voice, your competitor SERP. Proposes specific moves grounded in the data. Every recommendation cites its source — you audit the logic, not the AI's authority. Multi-provider routing, cost-aware, budget-capped.

Sourced
0 %
every recommendation
Providers
0
openai · anthropic · google · fallback
Quota
1k
msgs/mo · agency
Per-msg cost
$0.04
avg · enforced cap
The problem

Most 'AI for SEO' is a chatbot with no context.

It doesn't know your data, doesn't cite sources, and your CFO can't audit its decisions.

No grounding

"Try changing the H1."

Generic AI advice that ignores your shop's actual GSC data, catalog, brand voice. Sounds smart; isn't.

No sources

"AI suggests X." Why?

When the AI doesn't show its data, you can't validate. You either trust blindly or reject the recommendation. Both are bad.

No budget

Surprise OpenAI bills.

Most agentic tools have no per-shop budget enforcement. Engineer accidentally fires 50,000 calls in a loop, you find out at month-end.

How it works

Read. Reason. Propose. Audit.

Every Copilot interaction follows the same four steps — and persists each one.

01 · Read

Grounded in your data

Loads GSC feedback, product catalog, brand voice (from past posts), tracked keywords, and competitor SERP — scoped to your shop.

02 · Reason

Multi-provider routing

GPT-4o-mini for triage, GPT-4 for high-stakes drafts, Claude Sonnet for editorial tone. Cost-aware. Provider fallback on rate-limit.

03 · Propose

Sourced recommendation

Every move cites the GSC query, position, impressions, page, and proposed change. No 'AI says X' — every output is auditable.

04 · Audit

Logged + budgeted

Per-shop monthly budget cap (80% + 100% alerts). Audit row written for every interaction. 365-day retention.

The pipeline

Four sources. One reasoner. Four outputs.

The exact runtime topology. Hover any node to inspect.

AI COPILOT · PIPELINE read · reason · propose · audit
Avg cost · $0.04 · 320 msg/min · live
search console queries · positions · ctr shopify catalog products · descriptions brand voice loaded from past posts competitor serp gap · top-3 spread AI COPILOT ENGINE idempotent · audited · multi-tenant 01 · READ 02 · REASON 03 · PROPOSE Ground scope to shop · gsc snapshot· catalog· voice· competitor 320/min 4 providers · routed cost-aware · fallback · gpt-4o-mini · triage· gpt-4 · drafts· claude · tone· fallback chain· budget enforced $0.04/msg avg Sourced output every move cites data · draft· rationale· source rows· approval flow 145 RBAC permissions · 365d audit retention · snapshot + undo on every action content drafts blog refresh · meta · alt-text approval queue editor reviews · approves automation engine auto-execute approved audit log 365d retained · per-shop
4 sources · 3 stages · 4 providers routed · 4 outputs
In production

Three concrete moves customers made.

Anonymised but representative. Pulled from active deployments.

1,000
msgs/mo · Agency

Replaced an in-house SEO writer (in part)

An agency running 14 brands gave each brand a Pro-tier copilot allocation. Across 14 brands they used ~9,400 msgs/mo on average — surfacing decay refreshes, content briefs, and AI Overview opportunities. They retained the writer for editorial; the copilot handled triage.

100%
sourced

Every recommendation cites its source

Customers consistently call out the 'Why?' behind every move. 'Refresh /blog/X — query Q dropped from 4 to 9 over 7 days, sustained, GSC says K impressions/wk lost.' Decision-makers can audit the AI's logic without trusting the AI itself.

≈$0.04
per recommendation

Cost-aware provider routing

Copilot routes to GPT-4o-mini for triage, GPT-4 for high-stakes drafts, Claude Sonnet for editorial tone. Per-shop monthly budget caps with 80% and 100% alerts. No surprise bills — the helper enforces budgets, not the route.

By tier

What's available where.

CapabilityStarterProAgencyEnterprise
GSC + catalog grounding (cited sources)
Brand voice loading from past posts
Competitor SERP context
Bulk operations (batch generate / fix)
Auto-route to autoaction handlers
Plan-tier message quotas502001k9.9k
Per-shop monthly budget cap
Multi-provider routing + fallback
30-minute call

See the copilot reason about your data.

We connect to your GSC + Shopify, fire 5 representative queries, and walk through every recommendation with its sources.