AI Search Console analytics
for SEO teams
Terno AI helps SEO teams understand search performance and act on it faster. Connect Search Console and analyze queries, pages, rankings, indexing, and Core Web Vitals, joined with the rest of your website data, just by asking.
Connect Search Console in under a minute
Sign up, authorize Google Search Console alongside Google Ads and Google Analytics through secure MCP connectors, and start asking questions in plain English right away.
Every Search Console report, in one place
Coverage across search performance, indexing, and Core Web Vitals, with the full reporting depth of the Search Console API, queried together instead of report by report.
Search Performance
Query, page, country, and device-level performance: clicks, impressions, CTR, and average position, over any time range.
Indexing & Coverage
Which pages are indexed, which are excluded, and why, so crawl and indexing issues get caught before they cost traffic.
Core Web Vitals
LCP, INP, and CLS by page group, correlated against ranking and traffic changes over time.
These three areas are more connected than Search Console's separate report tabs suggest. A Core Web Vitals regression can quietly suppress rankings before it shows up as a traffic drop. An indexing issue can make a well-optimized page invisible no matter how good its content is. Terno AI reports on all three together, so a ranking question doesn't stop at the search performance tab when the actual cause is elsewhere.
Search Console Analytics
What is an AI SEO analytics tool?
Ask a question about your search performance the way you'd ask an SEO lead, and get a computed answer instead of exporting a Search Console report.
Rankings, explained
See which queries and pages moved, not just that traffic changed.
Indexing issues, surfaced
Find pages excluded from the index and why, before it costs a quarter of traffic.
Computed, not guessed
Every number comes from a real query against the Search Console API, not a language model's guess.
Search Console's own interface is genuinely good at showing a chart of clicks and impressions over time. It is much weaker at answering the follow-up question every SEO team actually has: which specific queries drove that change, which pages need attention first, and whether a ranking drop lines up with a content edit or a technical issue. Those questions usually mean exporting data into a spreadsheet and building a pivot table. An AI SEO analytics tool removes that step, answering the specific question the moment it comes up.
The bigger gap is that Search Console only ever reports clicks and impressions. It has no idea whether that click became a signup, a lead, or a sale. Terno AI closes that gap by joining Search Console data with your website analytics or CRM, so organic traffic can be judged by what it converts to, not just how it ranks.
There's also a practical limit to how far back Search Console's own interface lets you dig: comparing a ranking change against a specific deploy date, or cross-referencing a Core Web Vitals shift against a content update, usually means exporting data and lining it up by hand in a spreadsheet. Terno AI can do that correlation directly, because it's simply another query joining two data sources, not a new report to design.
For sites with many pages competing for similar queries, cannibalization is one of the quieter problems in SEO: two pages splitting ranking signal for the same term, with neither ranking as well as one consolidated page would. Spotting that pattern normally takes a dedicated audit. Terno AI can surface it as a direct question, whenever you want to check.
These are the recurring questions an SEO lead asks every week, and normally each one means exporting a Search Console report and building a pivot table. An AI SEO analytics tool removes that step, so the question and the answer happen in the same conversation, and the fix ships faster because the diagnosis took minutes instead of days.
This matters most in the days right after a site migration, a major content update, or a confirmed Google algorithm change, when the questions come fast and the cost of a slow answer compounds daily. Being able to ask directly, rather than waiting for a scheduled report cycle, is often what separates a ranking dip that gets caught and fixed within a week from one that quietly costs a full quarter of traffic before anyone notices.
What SEO teams can do with Terno AI
The questions SEO leads ask most, answered in seconds instead of a scheduled audit.
Ranking movement, explained
See which queries and pages gained or lost position, and cross-reference it against content or technical changes.
Query and page performance together
Ask which queries a specific page ranks for, or which pages rank for a specific query, in the same conversation.
Indexing issue detection
Find pages excluded from the index, and why: crawled but not indexed, duplicate content, or a noindex tag.
SEO joined with conversions
Combine Search Console traffic data with your website analytics or CRM to see which organic queries actually convert.
Ask in plain language
"Which queries lost the most clicks this month?" Terno AI pulls the report and answers, with no spreadsheet to build.
Read-only and secure
Terno AI reads reporting data through the official Search Console API with read-only scopes. It never changes your site or settings.
Best practices for Search Console analytics
Habits that separate SEO teams who catch problems in weeks, not quarters.
Check indexing coverage before assuming a content problem
A page not showing up in search is sometimes a content or relevance issue, but it's frequently an indexing issue instead: crawled but not indexed, or excluded as a duplicate. Checking coverage first avoids fixing the wrong thing.
Watch queries that rank on page two, not just page one
Queries ranking positions 11 through 20 are often the closest wins available, since the content already ranks reasonably well. A page-two query report surfaces these before they get lost in a sea of page-one metrics.
Correlate Core Web Vitals changes with deploys, not just rankings
A Core Web Vitals regression traced back to a specific deploy is far easier to fix than one discovered weeks later during a routine audit. Checking after major releases catches performance regressions early.
Segment branded and non-branded query performance separately
Branded query growth often reflects marketing or PR activity elsewhere, not SEO work. Blending branded and non-branded queries into one number can make SEO work look more or less effective than it actually is.
Reconcile organic sessions between Search Console and analytics regularly
Search Console and website analytics tools can report different click and session counts due to sampling and definitional differences. A periodic reconciliation avoids treating a data mismatch as an actual traffic problem.
Review query cannibalization across similar pages
Two pages ranking for the same query usually means neither ranks as well as one consolidated page would. A recurring check for overlapping queries across pages catches cannibalization before it caps growth.
Track impressions even when clicks stay flat
A page can gain impressions for new queries while clicks stay flat, which is often an early signal of rising relevance before it converts into traffic. Watching impressions separately catches this before clicks do.
Terno AI vs. Search Console vs. generic AI chatbots vs. manual export
Four ways to get an answer from your search performance data. Here's how they compare.
| Capability | Terno AI | Search Console | Generic AI Chatbot | Manual Export |
|---|---|---|---|---|
| Answers a brand-new SEO question in plain English | ✓ | – | ✓ | ✓ |
| Answer is computed from a real query, not generated text | ✓ | ✓ | – | ✓ |
| Joins search data with conversions or CRM data in one query | ✓ | – | – | – |
| No new spreadsheet or report has to be built first | ✓ | – | ✓ | – |
| Search data never leaves your network | ✓ | ✓ | – | ✓ |
| Available the same day, every day | ✓ | – | ✓ | – |
How it works
Three steps, and no export needed to get from a question to an answer.
Connect securely
Authorize Terno AI with your Search Console property in one click. Access is read-only and revocable.
Ask a question
Ask about queries, pages, rankings, or indexing in plain language, with no report to build first.
Act on insights
Get a computed answer you can act on, whether that's a content fix, a redirect, or a technical SEO ticket.
Read-only and secure
Terno AI accesses Search Console data only through the official Search Console API, with read-only reporting scopes. It never changes your site, sitemaps, or settings, and you can disconnect at any time to revoke access. The same deterministic security layer that governs every other connected data source applies here too, so search data sits under the same access controls as your CRM and databases.
Explore other connected platforms
Frequently Asked Questions
What is AI-powered Search Console analytics? +
AI-powered Search Console analytics lets you ask questions about queries, pages, rankings, and indexing in plain English and get a computed answer on demand, instead of exporting a Search Console report every time you have a new question.
Can Terno AI explain why a page dropped in rankings? +
Terno AI can show you exactly which queries and pages changed position and when, and cross-reference that against other data you connect, such as content changes or Core Web Vitals. It computes what changed; you bring the context of what you shipped.
Can Terno AI find indexing and crawling issues? +
Yes. Terno AI reads full coverage and indexing data through the official Search Console API, including pages that are crawled but not indexed, and the reason given for each exclusion.
Is our Search Console data safe with Terno AI? +
Yes. Terno AI connects with read-only reporting scopes through the official Search Console API. It cannot change your site, sitemaps, or settings, only report on your search performance data. It deploys inside your own cloud or on-prem environment and only shares controlled metadata with the underlying LLM.
Can Terno AI combine Search Console data with website analytics? +
Yes. Terno AI can join Search Console query and page data with your website analytics or CRM data, so you can see which organic queries are actually converting, not just which ones are ranking.
Can Terno AI analyze multiple websites or properties at once? +
Yes. Terno AI can analyze every verified property in your Search Console account together, whether you're comparing performance across subdomains, regions, or brands.
How is Terno AI different from a generic AI chatbot for SEO questions? +
A generic chatbot generates text that sounds plausible. Terno AI generates and executes a real query against your actual Search Console data, so every number is computed, not guessed.
How fast can we connect Search Console to Terno AI? +
Connecting Search Console is a one-click, read-only authorization. Most teams are asking their first question within minutes.
Can Terno AI detect keyword cannibalization? +
Yes. Terno AI can query which pages are ranking for the same or overlapping queries, which is the core signal for cannibalization, so you can decide whether to consolidate or differentiate the content.
Can Terno AI separate branded from non-branded search performance? +
Yes. You can ask Terno AI to filter or segment query performance by branded terms versus non-branded terms, so growth from each is judged on its own terms.
Does Terno AI replace the need for an SEO specialist? +
No. Terno AI answers the reporting and diagnostic questions instantly, but content strategy, technical fixes, and link building still require someone who can act on what the data shows.
Can Terno AI show which pages are most affected by a Google algorithm update? +
Yes. By comparing ranking and traffic data across a date range spanning a known update, Terno AI can surface which specific pages and queries moved the most.
What happens if we disconnect Search Console from Terno AI? +
Access can be revoked at any time from your Google Search Console account or within Terno AI. Once revoked, Terno AI can no longer query that property's data.
Can Terno AI analyze mobile versus desktop search performance separately? +
Yes. Device-level performance, including mobile and desktop splits, is part of the standard Search Console reporting data Terno AI can query.
Can Terno AI compare search performance across countries? +
Yes. Country-level query and page performance is part of the standard Search Console reporting data Terno AI can query, useful for sites targeting multiple markets.
Can Terno AI identify which pages would benefit most from a content refresh? +
Terno AI can surface pages with declining impressions or position over time, which is the strongest signal for prioritizing a content refresh, though the actual rewrite still requires a person familiar with the topic.
Can Terno AI show performance immediately after a site migration? +
Yes. Comparing pre- and post-migration ranking and traffic data by page and query is a direct question you can ask, rather than waiting for a scheduled post-migration audit.
Can Terno AI track how a specific piece of content performs over its full lifecycle? +
Yes. You can ask for a single page's query, click, and position history over any date range, from publication to the present, in one conversation.
Can Terno AI show which internal pages link to a given page? +
Search Console's link reports, including internal linking data, are part of the standard data Terno AI can query, useful for understanding why a page ranks the way it does.
Get Started with Terno AI
Make faster decisions with your data. Terno AI helps teams explore databases using natural language, delivering instant insights without waiting on analysts or writing SQL.
- Self-serve analytics for teams
- No dashboards or manual queries
- Enterprise-grade security
Contact Us
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Get in touch
We’re here to help you with data insights, onboarding, pricing or anything else.
reachus@terno.ai
Phone
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Address
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