
Understand the foundations
What does GEO change for our team?
Define the work and connect it to the search foundations you already use.
Insights
Practical research and guidance for improving how brands are understood in AI search.
Five reading paths connect the strategy to the checks, evidence, and decisions behind it.

What does GEO change for our team?
Define the work and connect it to the search foundations you already use.

Can search systems reach the right pages?
Check crawler access, indexing signals, canonical URLs, and your published sitemap.

What can a buyer learn and verify here?
Build around buyer decisions, original findings, sources, and clearly stated limits.

Are we seeing mentions, visits, or qualified inquiries?
Keep each signal separate and record the sample, period, and method behind the report.

What should we ask an agency to deliver?
Compare scope, evidence, responsibilities, and fit before committing to a program.
Practical thinking for your next decision
26 ARTICLES
Explain what your B2B service includes, excludes, and requires from clients, with a worked GEO scope example and checks for consistent proposals.

Make buyer fit clear with practical website messaging, a worked example, and evidence on what B2B buyers need before contacting sales.

Use a GEO audit checklist to define the sample, review answers and sources, inspect relevant pages, and turn documented findings into a prioritized plan.

Use this GEO checklist to organize buyer questions, page ownership, evidence, access, and measurement before starting an audit or optimization project.

Build a monthly GEO report with a stable question sample, clear denominators, identifiable referrals, deduplicated inquiries and an action log. Includes a worked example.

Check AI crawler access in the right order: page responses, bot policies, indexability, sitemap discovery and release evidence. Includes a reusable verification record.

Set up AI visibility tracking with defined questions, sampling notes, and separate mention, citation, referral, and inquiry metrics for clearer reviews.

Plan a GEO content strategy around buyer questions and evidence. Assign topics to useful pages, improve existing content, and define a review process.

Build a GEO roadmap around evidence, page priorities, implementation owners, and review points. Separate delivery milestones from uncertain visibility outcomes.

Improve GEO content by matching claims to sources, explaining limitations, and adding useful business detail. Review evidence before publishing new pages.

Create useful first-party GEO research with a defined question, reproducible sample, claim register and publication method. Includes a clearly hypothetical worked example.

Compare a GEO audit with ongoing optimization by inputs, deliverables, responsibilities, and review needs. Choose a scope that fits your team’s readiness.

Review common GEO planning mistakes, including unsupported claims, duplicate page intents, and mixed metrics. Use evidence to decide what to correct first.

Choose GEO priorities by buyer decisions, evidence and team capacity. Includes a worked priority record, deferred work and clear review triggers.

Compare the published services of Discovered Labs, iPullRank and Sementa, then evaluate audience fit, deliverables, evidence and implementation responsibilities.

Assess GEO case studies by baseline, scope, dates, measurement, and attribution limits. Distinguish documented observations from unsupported result claims.

Review brand entity consistency across your website and controlled profiles. Check names, service facts, evidence, and ownership before planning changes.

Map B2B buyer questions across technical review, procurement, and business fit. Connect each question to a useful page, approved evidence, and a next step.

Review technical GEO basics: accessible content, clear links, indexing settings, and structured data that matches the page. Separate checks from outcomes.

Learn how to record AI citations by source URL, verify what a cited page supports, and separate citation observations from referral traffic and inquiries.

Understand the factors behind GEO cost, from audit scope to content and implementation work. Compare proposals by deliverables without assuming a fixed price.

Learn what generative engine optimization means, how it relates to AI search visibility, and which content, evidence, and measurement tasks to consider.

Review your B2B service page with a practical checklist, a worked copy example, and clear checks for scope, evidence, pricing and inquiries.

Compare GEO and SEO by goals, content, evidence, and measurement. See where the work overlaps and how to plan priorities without abandoning useful SEO.

A practical research framework for choosing relevant competitors, separating AI visibility from traffic, and turning cited sources into content priorities.

Track identifiable AI referrals, remove duplicate inquiries and define qualified leads with sales. Includes a worked attribution example.
Start with discovery and indexing checks: confirm important pages return successfully, review robots and noindex rules, inspect canonical URLs, and verify the sitemap. Check the actual indexing status in your search engine webmaster tools before expanding the content plan.
Work through the technical checksNo. Treat discovery files as supporting documentation, not a promise of inclusion. An accessible page still needs useful information and evidence. Track whether a system actually retrieves or cites the page instead of treating the presence of a file as a result.
Understand crawler accessState a specific claim, link its source, and show the date, sample, and method where relevant. For your own research, explain how the findings were collected and what they cannot establish. Keep third-party results separate from your own outcomes.
Plan research readers can checkReport completed work, sampled AI mentions, cited URLs, referral visits, and qualified inquiries as separate measures. Preserve the question set, platform, observation date, and attribution rules so the next review can make a fair comparison. Note missing data and changes in the method.
Use the reporting templateCheck who delivered the work, which dates and baselines support each metric, and whether the source describes the measurement method. A third-party case analysis or an illustrative delivery plan can help you assess an approach, but it is not proof of Sementa client results or a forecast for your business.
Read case studies criticallyShare your website and goals. We can turn the right ideas into a focused scope of work.