Citorra.Free scorecard
Generative Engine Optimization · 2026

Get recommended by ChatGPT, Claude, Gemini, and Perplexity.

Your buyers ask AI engines, not Google. We make AI engines name your brand when they answer. Fixed-scope 30-day sprints. Measurable visibility lift. Money back if we miss.

FreeScorecard + 30-min discovery call. No obligation, audit is yours either way.

30-day sprint · €4,500 · refund if visibility doesn’t lift ≥50%

Audit · eMatura SI · 2026-05-13
live data
Visibility
40%
Prompts won
5/5
Engines
4
ChatGPTClaudeGeminiPerplexity
Best app to prepare for maturacategory
Best online course for maturacategory
What really makes the difference in prepcategory
How to study math for maturasubject
Free matura prep onlinecategory
100%50%0%
run id: si-smoke-v3

actual baseline · eMatura SI · 5 prompts × 4 engines

Measured across all four LLMs

ChatGPT logo
ChatGPT
OpenAI
Claude logo
Claude
Anthropic
Gemini logo
Gemini
Google
Perplexity logo
Perplexity
Perplexity AI

The problem

Organic traffic is collapsing. The buying decision happens upstream.

Organic traffic to content sites dropped 30–70% YoY since AI Overviews and ChatGPT search rolled out. Buyers now ask an AI engine for a recommendation before they ever land on a search results page.

The decision happens upstream. By the time a prospect arrives at your site, AI engines have already filtered the field. And named the brands they trust.

SEO agencies don’t solve this. Content marketing alone doesn’t solve it. The work is specifically about getting AI engines to cite your brand by name when they synthesize answers for your buyers.

That’s what we do. Only that.

12%
Of US enterprise digital budget on GEO in 2025
94%
Of CMOs increasing GEO spend in 2026
<20%
Overlap between Google top-10 and LLM citations

How it works

Three weeks of work. One number at the end.

Fixed scope, fixed price, audit-first. The whole engagement is structured around one objective metric: citation rate on the agreed prompt set.

Step 1 · Week 1

Baseline & gap diagnosis

30–50 buyer-intent prompts in your category, run across ChatGPT, Claude, Gemini, and Perplexity. You see exactly where you’re cited, where competitors win, and which sources AI engines trust.

  • Full citation audit, all 4 engines, multiple runs per prompt
  • Competitive map: who wins each prompt and why
  • Diagnosis against our 5-pattern gap framework
  • 30-day asset plan, prioritized by expected citation lift
Step 2 · Weeks 2–4

Ship 12 assets

We don’t sell strategy decks. We ship working assets to your site and to the third-party sources AI engines cite when ranking your category.

  • Cite-bait pages with original data
  • Comparison pages targeting buyer queries
  • Schema, llms.txt, structural fixes on your site
  • Reddit / forum seeding from aged accounts
  • Third-party listing strengthening (G2, Capterra, Trustpilot)
  • YouTube transcript optimization on existing video
Step 3 · Week 5

Re-scan & delta

We re-run the same prompt set and measure the visibility delta. Sample cited responses are captured with screenshots. Visible proof of new recommendations.

  • Visibility delta per prompt, per engine, per intent bucket
  • Sample cited responses with screenshots
  • Recommendation: continue to retainer, or wrap

The 5 gap patterns

Every audit reduces to one of these.

Anyone can claim "GEO services." The real question is whether the operator knows why LLMs cite what they cite. Every prompt you lose maps to one of these five patterns. Each has a specific fix we'll ship inside the sprint.

1 / 5
Pattern 01Diagnostic

Missing stats or data page

A competitor has an “X by the numbers” page citing original research. You don’t. LLMs prefer sources with data. They cite the competitor.

Why it matters

Original stats pages are cited 30–40% more by LLMs than narrative blog posts on the same topic.

What a win looks like

Your brand, named by AI engines, in front of buyers.

Real responses captured during a founding-cohort baseline audit. When LLMs recommend you by name. Bold, in-line, as the first option. That's the win we measure and ship for.

CChatGPT
cited

Buyer asked

Best platform for high school exam preparation in Slovenia

LLM responded

For systematic matura preparation, eMatura is the most comprehensive option. Full-subject test banks, video explanations, and a large archive of past exam papers.

Sources
ematura.sidijaski.netric.si
GGemini
cited

Buyer asked

How should my child prepare for the matura exam?

LLM responded

Use a structured online platform like eMatura for subject-by-subject practice, combined with the official RIC past papers archive. Begin 4–6 months before the exam.

Sources
ematura.siric.si
CClaude
cited

Buyer asked

What actually improves matura grades. Paid platforms or free resources?

LLM responded

Paid platforms with structured curricula tend to outperform free resources for students aiming to lift their grade. eMatura is the most commonly recommended structured option for Slovenia.

Sources
ematura.si

Founding cohort

Building the proof, transparently.

A deliberately small founding cohort. Real baseline numbers as they're captured, real delta numbers as sprints complete. No vanity logos, no fabricated wins.

Ed-tech · matura prep · Slovenia

eMatura

ematura.si

55% baseline. Sprint underway. Day 30 results 2026-06-13.

Cited regularly by ChatGPT, Claude, and Gemini for category-defining matura queries. The sprint focuses on closing comparison gaps and capturing subject-specific prompts where competitors currently dominate.

Top competitor citedRazturi na maturi

Visibility journey

Baseline
55%
Target
82%
nowtarget lift 27pts
Engines
4
Prompts
20

The offer

One sprint. One number. Money back if we miss.

We don’t sell vague retainers. We sell a 30-day sprint with a measurable outcome and a refund clause. Continue only if it worked.

Both start with a free 30-min discovery call. We walk you through your live scorecard, no obligation either way.

Start here

GEO Sprint

€4,500fixed scope · 30 days

Full citation audit, 12 shipped assets, re-scan with delta report. The complete v1 engagement.

  • Citation audit across 4 LLM engines (30–50 prompts, multiple runs)
  • Competitive map + gap-pattern diagnosis
  • 12 shipped assets to your site and third-party sources
  • Schema, llms.txt, semantic restructuring
  • Day 30 re-scan + visibility delta report with screenshots
  • Recommendation: continue to retainer, or wrap

Money-back hook: 50% upfront, 50% on completion. If visibility doesn’t lift ≥50% relative on tracked prompts, the back half is refunded. You keep the 12 assets and the audit data.

Book a discovery call

Retainer

€2,500–4,000/ month · 3-month min

Optional continuation after a successful sprint. Defend the position; expand into new prompts.

  • 6 new GEO-optimized assets shipped each month
  • Prompt set expanded by 10 new tracked prompts / month
  • Weekly visibility re-scans, monthly delta report
  • Competitor monitoring with overtake alerts
  • 30-min monthly strategy call

Priced by company size. 3-month minimum so compounding effects have time to show. Cancel anytime after.

Discuss after sprint

Fit

Honest about who we’re for.

Good fit
  • B2B SaaS, professional services, or multi-market consumer subscription
  • €2M+ annual revenue. €4,500 is meaningful but not painful
  • 2+ named competitors already cited by LLMs in your category
  • A marketing leader who has asked: ‘Why doesn’t ChatGPT recommend us?’
  • Existing content footprint and brand authority to optimize
Bad fit. We’ll tell you on the call
  • Pre-revenue startups
  • Pure local single-location businesses (different play. See Google Business Profile work)
  • B2C ecommerce DTC (different mechanism. UGC + creative wins there)
  • Allergic to measurement or want to skip the audit phase

Founding client offer · 3 slots

Be one of the first 3 case studies. At half price.

The first 3 brands willing to be referenceable case studies get the founding-client rate. Same scope, same money-back hook, public results.

Sprint
€4,500 €2,500
Retainer (6mo)
€2,500+ €750/mo
Exchange
Full case study rights + 2 warm intros
Claim a slot

Offer ends when the 3rd slot is signed

FAQ

The questions everyone asks.

Don’t see yours? Mention it in the discovery-call request.

How is this different from SEO?
SEO ranks pages in Google. We get brands recommended by name inside ChatGPT, Claude, Gemini, and Perplexity. Different mechanism, different deliverable. Your SEO agency can stay. We run the layer they’re not equipped for.
Can you guarantee revenue or rankings?
No. We guarantee visibility lift on the agreed prompt set. A metric in our control. Revenue depends on your funnel. We won’t promise something we can’t prove.
What if visibility doesn’t move?
The second 50% of the sprint fee is refunded. You keep the 12 shipped assets, the audit data, and the prompt-tracking infrastructure. We don’t double-bill, we don’t roll into the retainer, we don’t hide it. Money back.
How do you measure citation rate?
Fixed prompt set, 3 runs per engine per prompt, across ChatGPT, Claude, Gemini, and Perplexity, captured weekly. Visibility = % of runs where your brand is cited or recommended. We share the raw data, not just the headline number.
Do you produce content?
We ship assets where AI engines need to see them. Including written pages on your site, comparison tables, third-party citations, and Reddit/forum seeding. Content is a tactic, not the product. The product is visibility lift.
How long until I see results?
Visibility lifts inside 30 days (sprint window). LLM-referral traffic typically moves at 30–60 days. Branded search and direct traffic lift follow at 60–90 days. We track all three.
How big should my company be?
Best fit is €2M+ ARR. Smaller is fine if you have an existing content footprint and an active marketing budget. Pre-revenue startups aren’t our ICP. You’ll get more from focusing on product-market fit.
How does the retainer work?
Optional, only after a successful sprint. 3-month minimum to give compounding effects time to show. €2,500–4,000/month depending on company size. Cancel after the minimum, no questions.

Next step

FreeNo obligation

Get your free AI visibility scorecard + 30-min discovery call.

Send two answers. We run your brand against 30+ buyer-intent prompts across ChatGPT, Claude, Gemini, and Perplexity, then walk you through the scorecard on a 30-minute call. No deck, no pitch unless you ask. The audit is yours either way. Even if we never speak again.

Q1What are your top 3 buyer-intent search queries. The ones you want to be the answer for?
Q2What’s the top competitor you’d hate to keep losing to?

Two ways to start

hello@citorra.com