Meet SEIMRA — Your AI SEO Consultant
SEIMRA reasons over your actual Google organic footprint — Search Console data, crawled content, SEO actions, annotations, internal links, and Google update context — so you can understand what changed, why it happened, and what to do next.
Ask the questions that usually take days to answer.
Answers based on what actually happened — month by month, query by query, page by page.
Ask SEIMRA What You Would Ask a Senior SEO Consultant
Instead of digging through Search Console, crawlers, spreadsheets, reports, and old notes, ask SEIMRA directly.
“Why did clicks drop on our service pages last month?”
Try asking
Turn weeks of SEO investigation into minutes — with answers based on what actually happened in your search footprint.
Not Another SEO Dashboard. Not Another Keyword Tool.
It gives them memory.
SEIMRA does not replace Search Console, SEMrush, Ahrefs, Screaming Frog, your team, or your process. It turns your organic footprint into a reasoning layer that explains performance changes, surfaces opportunities, recommends internal links, organizes actions, and keeps your SEO work accountable over time.
Traditional SEO tools
Show you data.
- Show metrics
- Track rankings
- Crawl pages
- Export reports
- Require manual interpretation
SEIMRA
Reasons over what happened.
- Connects data to actions
- Explains changes
- Remembers annotations
- Recommends next steps
- Supports SEO accountability
SEO Pipeline doesn't surface charts. It preserves and explains context.
The Difference Is Simple
SEIMRA answers. SEO Pipeline manages.
SEIMRA
The AI SEO Consultant
For people who want to ask questions, understand performance, investigate drops, find opportunities, and get reasoned recommendations from their actual SEO data.
SEIMRA helps answer
- What happened?
- Why did it happen?
- What changed?
- What should I do next?
- Where are the opportunities?
- What should we prioritize?
SEO Pipeline
The SEO Accountability Engine
For teams, agencies, managers, copywriters, and operators who need to manage optimization work, playbooks, internal links, recommendations, annotations, tasks, and proof of what happened over time.
SEO Pipeline helps manage
- What work needs to happen?
- Who is responsible?
- What recommendations were made?
- What actions were completed?
- What changed on the site?
- What impact followed?
SEIMRA is the AI SEO Consultant. SEO Pipeline is the SEO Accountability Engine.
Meet SEIMRA — the AI SEO Consultant Inside SEO Pipeline
SEIMRA stands for Search Engine Intelligence Memory & Reasoning Agent.
SEIMRA is the conversational intelligence layer inside SEO Pipeline. It lets you ask questions across your actual organic search footprint, including Search Console performance, crawled site content, SEO annotations, internal linking data, optimization history, and Google update context.
It is built for the moments when SEO teams need to know:
SEIMRA is the AI SEO Consultant. SEO Pipeline is the SEO Accountability Engine.
What SEIMRA Reasons Over
SEIMRA connects the signals that normally live across different tools, reports, and team memory.
A reasoning layer over your structured SEO footprint — not a generic chatbot.
Inputs
SEIMRA Reasoning Layer
Your SEO memory, made reasonable.
Outputs
Ask Questions Across Your Entire Search Console History
Search Console is powerful, but it was not built to explain your SEO story.
SEIMRA lets you ask questions across your actual query, page, and performance data so you can uncover patterns, investigate changes, and find opportunities without manually stitching together exports.
SEIMRA Chat lets users ask questions and get answers. The full SEO Pipeline workspace gives users the deeper screens and workflows needed to explore, organize, and act on the entire search universe.
Find declining pages before they become problems
Catch slipping URLs early — before drops compound across the site.
Identify queries that are close to breaking through
Surface the queries one push away from real traffic gains.
Compare performance before and after site changes
Tie outcomes back to specific updates, launches, and content edits.
Investigate drops by page, query, device, or country
Drill into the slice where the decline actually started.
Surface opportunities hidden inside long-tail data
Move beyond the obvious head terms and find the rest of your demand.
Connect performance changes to actions and updates
See what changed on the site and when Google changed — together in one view.
From SEO Investigation to SEO Intelligence
Two SEO realities, one team. Same data. Very different outcome.
Before SEIMRA
A long week of looking for answers.
A page loses clicks. Rankings shift. A Google update rolls out. Someone asks what happened.
You open Search Console, check rankings, look through crawl data, search old notes, ask the team what changed, build a spreadsheet — and still are not completely sure.
After SEIMRA
One question. Reasoned answers.
You ask SEIMRA: “Why did clicks drop on these pages?”
It reviews Search Console data, crawled content, annotations, internal links, optimization history, and Google update context — then explains the likely causes, the affected pages and queries, and the recommended next actions.
Search Console tells you what happened. SEIMRA helps you understand why.
Choose the SEO Intelligence Layer That Fits How You Work
SEIMRA can be your starting point. SEO Pipeline is the full operating layer. Both are powered by the same Semantic OS intelligence system.
AI SEO Consultant Reasoning
Explain what changed and why
Plain-English reasoning across Search Console performance, crawled content, annotations, and Google update context.
Investigate drops with structured memory
Surface what changed on the site, when it changed, and how it overlapped with traffic shifts.
Surface opportunities hiding in your footprint
Find pages and queries that are close to breaking through, slipping, or being missed entirely.
Understand the Pages Behind the Performance
Page-level intelligence
Intent match, content completeness, authority signals, and on-page quality for every URL that matters.
Semantic page understanding
Reason over what each page actually means — not just which keywords appear on it.
Know Exactly Where to Add Links Next
Internal link architecture mapping
See where authority flows and which pages need contextual support.
Anchor text intelligence
Spot over-optimization, gaps, and internal link risks across the site.
AI internal link recommendations
Context-aware suggestions for links that improve discoverability and rankings.
Ask Questions Across Your Search Console History
Full Search Console query universe
Explore every page, query, theme, intent group, and movement signal in your actual data.
Query and intent analysis
Move beyond keyword exports — understand the full relationship between pages, queries, and outcomes.
Turn Recommendations Into Managed SEO Work
SEIMRA — your AI SEO Consultant
Ask the questions that usually take days to answer.
Continuous monitoring and refreshes
Your SEO memory stays current as Search Console data and your site evolve.
Tasks, playbooks, and recommendations
Turn answers into accountable SEO work the team can manage.
Platform & Infrastructure
- Unlimited users
- Unlimited sites
- Secure data handling
- All future features included
AI SEO Consultant → SEO Accountability Engine → Custom SEO Intelligence System
Start with answers. Grow into managed SEO execution. Scale into a custom intelligence layer.
Pricing That Sells Access to SEO Intelligence
Start with SEIMRA Chat to ask questions of your actual Google organic footprint. Move into the full SEO Pipeline system when you need to manage optimization work, internal links, playbooks, and proof of impact.
Select your traffic range
Pricing is based on your rolling 3-month average organic clicks from Google Search Console.
SEIMRA Agent Core
Your AI SEO Consultant
$49/month
+ $50 one-time intelligence setup fee
For people who want to ask questions and get answers from their actual Google organic footprint — Search Console data, crawled content, annotations, and Google update context.
Use this for
- Google Search Console connection
- Site crawl + crawled content reasoning
- SEIMRA chat — your AI SEO Consultant
- Selected focus modes for investigation
- Annotations and SEO change history
- Google update context and timing
- Performance explanations grounded in your data
- Opportunity discovery from your search footprint
- 5 hours of monthly AI compute included
- Additional compute billed at 1.25× underlying provider cost
SEO Pipeline Starter
The SEO Accountability Engine
$149/month
+ $50 one-time intelligence setup fee
For teams that need to turn SEO intelligence into managed optimization work — internal link recommendations, playbooks, annotations, action tracking, and proof of impact.
Use this for
- Everything in SEIMRA Chat
- Full SEO Pipeline workspace
- Page-level intelligence and optimization screens
- Optimization workflows and managed recommendations
- Playbooks for repeatable SEO work
- Internal link recommendations and intelligence
- Full annotations and SEO action tracking
- Ask questions across your entire Search Console history
- Tasks, priorities, and team accountability
- Reporting that shows the proof behind the work
- Multi-property intelligence and management
- 5 hours of monthly AI compute included
- Additional compute billed at 1.25× underlying provider cost
Enterprise / Agency
Custom SEO Intelligence Systems
Custom
For agencies and organizations that need a deeper intelligence layer across clients, teams, workflows, and reporting.
Use this for
- 75,000+ organic clicks/month
- Custom compute allocation
- Advanced onboarding and implementation support
- Agency or enterprise configuration
- Multi-site, multi-client management
- Custom integrations and reporting
- Full SEO Pipeline accountability engine
- SEIMRA AI SEO Consultant access
- Custom Semantic OS intelligence layers
SEIMRA Chat vs. SEO Pipeline vs. Enterprise
SEIMRA is the AI SEO Consultant experience. SEO Pipeline is the full management system. Enterprise is the custom operating layer.
| Capability | SEIMRA Chat | SEO Pipeline | Enterprise / Agency |
|---|---|---|---|
| Connect Google Search Console | Included | Included | Included |
| Query Search Console data | Included | Included | Included |
| Ask AI SEO questions grounded in your data | Included | Included | Included |
| Crawl site content | Included | Included | Included |
| Reason over crawled pages | Included | Included | Included |
| Add annotations and SEO change history | Included | Included | Included |
| Track SEO actions over time | Included | Included | Included |
| Google update context for investigations | Included | Included | Included |
| Multi-property support | Included | Included | Included |
| Internal link recommendations | Not included | Included | Included |
| Optimization playbooks | Not included | Included | Included |
| Managed recommendation workflow | Not included | Included | Included |
| Team task visibility and accountability | Not included | Included | Included |
| Client and account reporting | Not included | Not included | Included |
| Custom integrations | Not included | Not included | Included |
| Strategic implementation support | Not included | Not included | Included |
| Custom Semantic OS intelligence layers | Not included | Not included | Included |
How Pricing Works
Plans Scale With Your Organic Growth
Plans scale by your rolling 3-month average organic clicks from Google Search Console.
Intelligence depth remains the same across all plans — only scale changes.
Click limits are calculated using the rolling 3-month average of total organic clicks across all connected Search Console properties, smoothing seasonal spikes and short-term volatility.
One Workspace Included
Every account includes one workspace. Add more anytime if you manage multiple sites or brands.
One-Time Intelligence Build
When you connect a site, we perform a one-time Intelligence Build. This includes ingestion, normalization, and semantic indexing of your Google Search Console data.
- SEO Pipeline Starter / SEIMRA Core — $50
- SEO Pipeline Growth / SEIMRA Growth — $250
- SEO Pipeline Professional / SEIMRA Pro — $500
- Enterprise & Agency — Custom
Additional Workspaces
Need more than one workspace? Add them anytime.
Each additional workspace includes:
- A one-time Intelligence Build
- A recurring monthly infrastructure charge
- SEO Pipeline Starter / SEIMRA Core — $25 build + $25/month
- SEO Pipeline Growth / SEIMRA Growth — $175 build + $50/month
- SEO Pipeline Professional / SEIMRA Pro — $250 build + $100/month
- Enterprise & Agency — Custom
Additional workspace charges are added to your existing subscription. Mid-cycle additions are automatically prorated.
Compute Usage
Each plan includes monthly AI compute power.
If usage exceeds your allocation, additional compute is billed at 1.25× underlying provider cost.
Every charge is fully transparent. You can see usage broken out by chat, report, and query inside your workspace at any time.
Your Search Console Data, Preserved & Portable
SEO Pipeline becomes a long-term repository for your Google Search Console data.
If you ever cancel, you can download your full historical dataset. We believe you should always own your data.
All plans are month-to-month. No long-term contracts.
No Magic. Just Your SEO Footprint Turned Into Reasoning.
SEIMRA is not guessing from generic SEO advice. It works from the actual signals connected to your site: performance data, crawled content, annotations, optimization history, internal links, and update context. The value comes from connecting the pieces that usually stay separated.
Real Inputs
Search Console data, crawl data, content structure, annotations, internal links, and optimization history.
Structured Memory
Your SEO actions and site changes are stored so SEIMRA can reason over what happened over time.
Orchestrated Analysis
A suite of agents evaluates performance changes, page context, opportunities, and possible next actions.
Reasoned Recommendations
SEIMRA explains what it sees and recommends what to do next based on the available footprint.
How SEIMRA Thinks Through Your SEO Footprint
From connection to managed action — six steps that turn weeks of SEO investigation into minutes.
Google Search Console and site crawl data are connected.
Pages, queries, annotations, actions, and recommendations are organized into a searchable SEO memory.
Your organic footprint is transformed into a reasoning-ready knowledge layer.
Orchestrated agents evaluate patterns, changes, opportunities, internal links, and context.
SEIMRA returns explanations, priorities, and next actions.
SEO Pipeline turns recommendations into playbooks, tasks, annotations, and accountable workflows.
Continuously Updated SEO Memory
SEO Pipeline ingests new Search Console data every month and lets you run fresh site crawls anytime — so SEIMRA always reasons over the latest footprint.
No throttling. No surprises.
Frequently Asked Questions
All plans include:
Build SEO Intelligence That Compounds
Your organic footprint already contains the clues: what changed, what moved, what worked, what stalled, and what should happen next.
SEIMRA helps you reason over those clues. SEO Pipeline helps you turn them into managed action.
Search Console tells you what happened. SEIMRA helps you understand why. SEO Pipeline helps you manage what happens next.