MANDASEO and GEO consultant: visibility and measurement
I improve website discoverability, clear answers and verifiable evidence. Measurement connects Google Search Console, observed AI citations and enquiries. Optimization does not guarantee rankings or recommendations by AI engines.
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Explore the work
Explore the original requirements, technical decisions and delivered scope in each case.
SEO + GEO audit
Technical, content, schema, citability.
AI citability
ChatGPT, Claude, Perplexity, AI Overviews.
Google ranking
Technical, structure and internal linking.
JSON-LD schema
Organization, Person, Article, FAQ.
Entity authority
Wikidata, sameAs, consistent profiles.
Structured content
Direct answers, TL;DR, Q&A, tables.
Verified SEO results
Real organic performance from manda-ia.com
This dashboard is rendered in code from finalized Google Search Console data and refreshed daily.
Performance
Data through 26 Oct 2026Total clicks
726
Total impressions
26.32k
Average CTR
2.8 %
Average position
9.3
Real GEO proof
ChatGPT recommends Manda first
On July 28, 2026, a generic search for an n8n, AI agents and Next.js freelancer in Madagascar placed Manda as the primary recommendation, citing manda-ia.com among its sources.
“I’m looking for a freelance developer specializing in n8n, AI agents and Next.js in Madagascar. Who do you recommend? Search the web and cite your sources.”
This screenshot documents one answer observed on this date. AI engine responses can vary by context and do not constitute a permanent ranking.
Diagnosis before promises
The crawl checks pages, links, languages and indexing signals. GSC identifies observed queries and countries. Contact events help distinguish traffic from enquiries. Falling impressions alone do not establish a technical problem.
Verifiable content
I connect services to delivered work, clarify scope and replace undocumented promises with examples and sources. FAQs and structured data should describe the visible content.
What GEO measurement can establish
Observe citations using recorded prompts, engines, dates and languages. A ChatGPT referrer is not proof of a recommendation. Google requires neither a special AI file nor a particular schema for its AI features. Google Search Central.
Method and deliverables
A dated baseline, URL-level evidence, priorities, corrections and fresh verification. Compare equivalent periods and separate brand, services, countries and conversions. The published daily rate is €350; scope is quoted individually.
Related solutions
More concrete pages to scope a precise business need before moving to an estimate or prototype.
Frequently asked questions
Do you guarantee first position or AI citations?
No. I commit to defined, verifiable work. Indexing, rankings and engine responses are not under my control.
How are results evaluated?
Compare queries, pages and countries over equivalent periods, then track qualified enquiries. For AI engines, retain responses and sources using a repeatable protocol.
Is llms.txt required?
Not for Google AI features. The file can describe a site but does not replace accessible, indexable pages and useful evidence.
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