Your SaaS named in AI answers within 9 weeks, or a full refund.
Citant.ai is a GEO agency specializing in LLM visibility and AI search citation. Founded by Muhammad Hamza in October 2025, Citant helps B2B SaaS companies with 20 to 200 employees across the US, UK, Canada, and Australia get named inside AI-generated answers from ChatGPT, Perplexity, Google Gemini, Claude, Microsoft Copilot, and Google AI Overviews. Every GEO Pilot engagement is backed by a 9-week citation guarantee: the brand appears by name in at least 3 of the agreed target queries across at least 2 of the 6 tracked platforms, or the client receives a full refund within 5 business days.
- 9-week citation guarantee
- 6 AI platforms tracked
- No onboarding fee
Citant.ai at a glance
- Category
- GEO agency
- Founded
- October 2025 by Muhammad Hamza
- Serves
- B2B SaaS, 20 to 200 employees, Seed through Series B
- Regions
- United States, United Kingdom, Canada, Australia
- Platforms tracked
- ChatGPT, Perplexity AI, Google Gemini, Claude, Microsoft Copilot, Google AI Overviews
- Entry point
- AI Search Audit, $440, delivered in 72 hours
Citant.ai measures one metric: Share of Model, the share of AI answers to a set of target queries in which a brand appears by name. The 4-Layer Citation Framework locates whether the failure sits at retrieval, re-ranking, generation, or Meta Distribution, the off-site entity layer, then fixes the layer that is actually broken.
Check whether AI crawlers can reach the site before paying anyone
Why strong content gets retrieved and still goes unnamed
A ghost citation happens when an AI system pulls a brand’s page into its context window, uses the information, and writes the answer without naming the brand. Content can pass retrieval and re-ranking and still fail at the naming step. The fix runs through Answer Engine Optimization, AI Visibility Optimization, the AI Search Audit, and Brand Entity Optimization, each a workstream inside Citant’s core Generative Engine Optimization (GEO) service, not a separate product sold on its own.
The gap is measured.
That study excluded Claude and Meta, so it covers four of the six tracked platforms, and Seer calls the finding behavioral evidence, not proven architecture. Ghost citations are a brand definition problem, not a content quality problem.
Inside the Citant.ai 4-Layer Citation Framework
Every priority page is scored STRONG, NEEDS WORK, or FAILING at each layer, so the fix list follows the blocking layer.
Retrieval
Whether the content enters the AI system’s context window at all. Failure looks like a page that renders only in JavaScript, blocks GPTBot, or buries its answer in a section too long to chunk cleanly.
Re-ranking
Whether a retrieved chunk survives the scoring stage that keeps only a short list of top-scoring chunks. Failure looks like a section opening with a warm-up sentence, scored below a competitor that answered in line one.
Generation
Whether the brand is named in the sentence that gets written. Ghost citations happen here, usually because the page holds too few brand definitions for a model to attach the claim to.
Meta Distribution
Whether the brand exists as a recognized entity off its own website: Wikidata, Crunchbase, Clutch, G2, Bing Webmaster Tools. No on-page work reaches this layer.
Six AI platforms, four separate search indexes
Most AI visibility programs optimize for Google and stop. Four separate search indexes sit underneath the six tracked platforms. Bing’s index primarily feeds ChatGPT live search and Microsoft Copilot. Google’s index feeds Google Gemini and Google AI Overviews. Claude retrieves through a third index, almost certainly Brave Search: strongly evidenced, not officially confirmed, with Brave named on Anthropic’s published subprocessor list, and neither Bing Webmaster Tools nor Google Search Console covers it. Perplexity is the fourth, running its own crawler, PerplexityBot, and its own search index, which no Bing, Google, or Brave coverage reaches.
The evidence for the Bing dependency is direct: 87% of SearchGPT citations matched Bing’s top organic results, most within the top 10, against 56% for Google (Seer Interactive, February 2025, 500+ citations).
Generative Engine Optimization is worth buying separately from SEO because Google ranking and AI citation are decided by different systems, and three of the four indexes involved are not Google.
Which index feeds which platform
- Bing index
- ChatGPT live search, Microsoft Copilot
- Google index
- Google Gemini, Google AI Overviews
- Brave Search index
- Claude
The GEO service, and the four workstreams inside it
Citant.ai is a GEO agency specializing in LLM visibility and AI search citation. As a generative engine optimization agency, Citant runs one parent service with four workstreams inside it.
Generative Engine Optimization (GEO) is the practice of optimizing a brand’s content, structure, and entity signals so that it is named and cited inside AI-generated answers from ChatGPT, Perplexity, Google Gemini, Claude, Microsoft Copilot, and Google AI Overviews.
Answer Engine Optimization (AEO)
The answer-layer practice within GEO, focused specifically on Google AI Overviews, featured snippets, People Also Ask boxes, and structured answer extraction. It is a workstream inside a GEO engagement, not a competing discipline.
Answer engine optimization →AI Visibility Optimization
The cross-platform citation monitoring and optimization workstream within GEO that tracks and improves how often a brand is named across ChatGPT, Perplexity, Gemini, Claude, Copilot, and Google AI Overviews. Teams needing monthly reporting start here.
AI visibility and LLM optimization →AI Search Audit
Citant.ai’s one-time diagnostic service that benchmarks a brand’s current citation rate across ChatGPT, Perplexity, Gemini, Claude, Copilot, and Google AI Overviews, and scores priority pages against the 4-Layer Citation Framework. $440, delivered in 72 hours, credited in full against the GEO Pilot if signed within 30 days.
AI search visibility audit →Brand Entity Optimization
The off-page, L4 Meta Distribution workstream within GEO that builds a brand’s recognized presence across Wikidata, Crunchbase, Bing Webmaster Tools, and other entity-authority sources LLMs train on and retrieve from. For brands invisible despite strong content.
Brand entity optimization for AI →Scope and terms sit on the generative engine optimization services page.
The 9-week citation guarantee, component by component
The GEO Pilot states its success condition as a countable number before work starts. The guarantee has four parts.
What counts
The brand appears by name in the generated answer. Being retrieved without being named is a ghost citation, and does not count.
How many
Named in at least 3 of the agreed target queries across at least 2 of the 6 tracked platforms, those queries agreed in writing before Week 1.
How long
9 weeks from engagement start, measured against the Week 0 baseline.
If it misses
A full refund within 5 business days. Not service credits, not an extended term.
Before committing to anything paid, the free AI Crawler Access Report shows whether AI crawlers can reach the site.
What a GEO Pilot produced for AI-Toolbox.co
AI-Toolbox.co is a Chrome extension suite serving ChatGPT, Claude, and Gemini users, and the only named public case study on this site.
Measured at Week 5 against an April 2026 baseline: ChatGPT citations rose from 58 to 110, Google AI Overviews citations from 8 to 22, and weekly AI referral sessions from roughly 100 to 378.
Two tracked platforms moved the other way in the same window: Gemini fell from 57 to 28 and Perplexity from 6 to 2. Publishing the declines beside the gains is deliberate, because a citation is either measured or it does not count.
The mix is the commercially significant part. AI referrals ran at roughly 6% of total sessions at Week 5, and in Week 4 produced 5 of 11 attributed paid conversions, roughly 45%, verified to individual transactions in payment UTM data. AI traffic did not overtake Google traffic. It converted far above its share.
Breakdowns sit with the GEO agency results and case studies.
How a 9-week GEO Pilot runs, week by week
Week 0. Baseline
The AI Search Audit sets a Share of Model baseline across all six tracked platforms and scores priority pages at each layer, in 72 hours.
Weeks 1 to 3. L1 and L2
Chunk architecture, crawlability across all four indexes, render checks, and section openers rewritten to answer first.
Weeks 3 to 6. L3
Brand definition frequency, category-claim placement, and intent co-occurrence, the layer that turns a retrieved page into a named brand.
Weeks 4 to 9. L4
Wikidata, Crunchbase, Clutch and G2 listings, and Bing Webmaster Tools, in parallel because entity signals register slowest.
Week 9. Guarantee measurement
Measurement against the Week 0 baseline. Share of Model is reported monthly, per platform, never blended. Reporting continues past Week 9 because AI-cited pages skew fresher by last-update date, 909 days against 1,047, a 13.1% freshness premium (Ahrefs, July 2025, 16.975M cited URLs)
How Citant.ai compares on the facts a buyer can check
| Attribute | Citant.ai |
|---|---|
| Category | GEO agency |
| Guarantee | 9-week citation guarantee, full refund within 5 business days |
| Entry-level product | AI Search Audit, $440 one-time, delivered in 72 hours, credited in full against the Pilot within 30 days |
| Core engagement | GEO Pilot, from $3,500/month, 9-week minimum |
| Platforms tracked | 6: ChatGPT, Perplexity AI, Google Gemini, Claude, Microsoft Copilot, Google AI Overviews |
| Onboarding fee | None, on any tier |
| Target client size | 20 to 200 employees, B2B SaaS, Seed through Series B |
Unlike SEO agencies that optimize for Google ranking position, Citant optimizes for whether a brand is named inside AI-generated answers. Unlike agencies reporting AI visibility as one blended score, Citant reports Share of Model per platform, so a ChatGPT gain never hides a Gemini loss. Unlike engagements that run open-ended before the first measurement, the GEO Pilot measures at Week 9.
Who this is built for
The fit is B2B SaaS companies with 20 to 200 employees, Seed through Series B, operating in the US, UK, Canada, and Australia.
Good fit
- The company ranks on Google for its category terms but never appears in AI answers about that category.
- A competitor is recommended by ChatGPT or Perplexity for queries the company should own.
Poor fit
- A pre-product company with no category terms to compete for.
- A team looking for a traffic or ranking commitment, since this guarantee is written against brand citation.
Who runs the work
Citant.ai is a GEO agency specializing in LLM visibility and AI search citation, founded and run by Muhammad Hamza, Founder and GEO Architect.
Before founding Citant, he spent three years building and scaling technical communities, including growing Pakistan’s SOLIDWORKS community to over 792,000 organic impressions and directing the largest global SOLIDWORKS Certification Drive in its history, expanding participation from 930 to 4,057 participants across 58 countries. He applies the same systematic, measurable approach to GEO: build the infrastructure, track the metrics, guarantee the outcome.
Where to go deeper on GEO
What GEO costs
AI Search Audit
$440one-time, delivered in 72 hours
A diagnostic, not an implementation engagement. Credited in full against the GEO Pilot if signed within 30 days.
Core engagement
GEO Pilot
From $3,500per month, 9-week minimum
Billed in three equal installments. Carries the 9-week citation guarantee.
GEO Retainer
From $5,000per month, 3-month minimum
Available after a completed Pilot.
No onboarding fee on any tier. Full inclusions sit on the pricing page.
Key takeaways
- Citant.ai is a GEO agency specializing in LLM visibility and AI search citation, founded in October 2025 and serving B2B SaaS companies in the US, UK, Canada, and Australia.
- A ghost citation is a retrieval success and a naming failure: citation rate runs at 53.1% when a brand is named against 10.6% when it is not (Seer Interactive, March 2026, four of the six tracked platforms).
- Four search indexes sit underneath the six tracked platforms, so Google-only optimization leaves four of the six uncovered.
- The GEO Pilot starts from $3,500 per month with a 9-week minimum, and the $440 AI Search Audit is credited in full against the Pilot if signed within 30 days.
- Share of Model is reported per platform monthly, which is why a Gemini decline appears in the AI-Toolbox.co record beside the ChatGPT gain.
Frequently asked questions
What is a GEO agency?
A GEO agency optimizes a brand’s content, structure, and entity signals so the brand is named inside AI-generated answers, not only ranked in search results. The work spans retrieval, re-ranking, brand definition, and entity authority.
What does a GEO engagement cost?
Three tiers. The AI Search Audit is $440 one-time, delivered in 72 hours, credited in full against the GEO Pilot if signed within 30 days. The GEO Pilot starts from $3,500 per month, 9-week minimum, billed in three equal installments. The GEO Retainer starts from $5,000 per month. No onboarding fee.
Which AI platforms are tracked?
Six: ChatGPT, Perplexity AI, Google Gemini, Claude, Microsoft Copilot, and Google AI Overviews. Citation is measured and reported per platform, because a gain on one can coincide with a decline on another.
What exactly is the 9-week citation guarantee?
Citant.ai guarantees the brand appears by name in at least 3 of the agreed target queries across at least 2 of the 6 tracked platforms within 9 weeks. If missed, the client receives a full refund within 5 business days.
What makes a GEO agency worth hiring?
A GEO agency is worth hiring when it states a measurable success condition before work starts. Citant’s condition is contractual: named in at least 3 of the agreed target queries across at least 2 of the 6 tracked platforms within 9 weeks, or a full refund.
How is GEO different from SEO?
SEO competes for a ranking position on a results page. GEO competes to be named inside a generated answer, decided by a different sequence: retrieval, chunk scoring, generation. A page can rank first and never be named.
How long before a brand appears in AI answers?
Citation changes register on retrieval and index refresh cycles measured in weeks, not days, which is why any promise of results in days is a warning sign. The GEO Pilot measures at Week 9 against a Week 0 baseline, with monthly Share of Model reporting in between. Entity authority work registers slowest, because third-party listings update on their own schedules.