Then · Search
Open links, compare yourself
Brands competed for rankings, clicks and visits; the buyer judged page by page.
GEO for owners and growth teams
When buyers ask AI, does your brand make the shortlist?
See who gets mentioned, which sources get cited, where your brand falls short, and turn that evidence into a Growth Blueprint and a 90-day action plan.
- Know whether you make the AI shortlist
- Know where the gap comes from
- Get the one action worth doing today
- Re-measure and read the trend, not one day
Nimbus Analytics · Growth workspace
Example data
Mention rate
42%
12 / 28 answers
Citation rate
18%
5 / 28 answers
Share of voice
31%
+4 vs last period
Sample size
28
6 / 9 engines returned
Mention rate by engine
Same buyer questions · repeated sampling
ChatGPT
Claude
Gemini
Perplexity
DeepSeek
AI Mode
Sources cited in answers
Mentioned is not cited
g2.com
22
techradar.com
16
nimbus.io
9
reddit.com
7
Reading
Mentioned, but not cited. 42% of answers mention Nimbus, yet only 18% cite nimbus.io; the answers lean on g2.com and techradar.com instead. The biggest gap is third-party authority — and that is where the blueprint and the 90-day plan start.
58
AI-judged
Clear product, thin authority
The weakest dimension sets the first task.
Positioning clarity66
Customer clarity71
Authority proof42
AI search visibility38
Content distribution52
Growth Blueprint
Nimbus Analytics Growth Blueprint
Ideal customer
Product and growth leads at 20–200 person SaaS teams
Buyer journey
From problem recognition to comparison, validation and decision
Authority gap
Third-party evidence and category-page coverage are thin
Content opportunity
Answer high-intent comparison questions first
1
Foundation · current
2
Build · next
3
Authority
4
Scale
Today’s action
Publish one page that answers the buyer comparison question
Explain the fit, the evidence and the decision criteria for “Nimbus Analytics vs Dataly”.
High impact
45 min
Due in 14 days
Target: /compare/dataly
See the full 90-day plan
Repeated sampling
Each question is asked more than once
Multi-engine view
Compare different AI answer surfaces
Citation evidence
The sources answers actually cite are kept
Measured vs judged
Facts, your inputs and AI judgement are labelled apart
Why GEO now
Buyers are not just searching. They are asking AI for the answer.
GEO does not replace SEO. SEO helps buyers find your pages; GEO is about whether your brand makes it into the answer and the shortlist AI hands them.
Now · Ask AI
Get a shortlist and the reasons first
AI assembles brands, evidence and comparisons before the buyer decides whom to visit.
Consider Nimbus Analytics, because it suits SaaS companies without a data team…
Cites: third-party reviews · brand site · community threads
Cites: third-party reviews · brand site · community threads
A brand that keeps missing from AI answers finds it harder to make a buyer’s early shortlist. Confirm where you stand before you spend.
4 / 10
Four of ten answers mention you. It shows how often you appear — not that every mention is a recommendation.
2 / 10
Two of ten answers cite your sources. Being mentioned and being cited are separate signals.
31%
Your share of all mentions across you and the competitors you track — not a search ranking.
Read ratios and trends, never a single screenshot. · Example data
From signal to action
From signal to a plan you can execute.
Not just a score: the gap, a plan, a hand-off to the team, and a re-measurement to check the direction.
-
01
Measure
Send the questions buyers ask to several AI engines, repeatedly.
-
02
Diagnose
Compare mentions, competitor share, cited sources and site evidence.
-
03
Plan
Generate a Growth Blueprint that names the key growth gaps.
-
04
Execute
Turn the roadmap into a four-phase 90-day action board.
-
05
Prove
Watch the metrics move through re-measurement, alerts and reports.
AI visibility
Not just whether you are mentioned — who owns the answer.
Compare your brand, competitors and cited sources on the same questions, with the full answers and sample sizes kept.
01
Four kinds of real buyer questionsCategory, problem, comparison and brand questions.
02
Across enginesThe engines available follow this install and your plan.
03
Results with a denominator12 / 28 answers, not a lonely 42%.
Share of voice
Answer share across you and tracked competitors · example
Dataly
41%
Nimbus (you)
31%
Chartwell
28%
Tracked questions
Starting from real buying decisions
CategoryWhich marketing analytics tools suit a small team?
ProblemHow do I automate a weekly client report?
ComparisonNimbus or Dataly for an agency?
BrandWhat are Nimbus Analytics’ main strengths?
Full answers saved
Mentions, cited URLs, tone and the sampling record.
Engine scope
Read from this install’s configuration
- ChatGPT (OpenAI)
- Claude (Anthropic)
- Gemini (Google)
- DeepSeek
- Google AI Overviews
- Google AI Mode
- Microsoft Copilot
Diagnose
See the gap, and the evidence behind it.
See which sources answers keep citing, which questions competitors cover, and what your site still lacks. Gaps usually come from three places.
Most cited domainsWhich sites keep appearing among the sources.
Mention vs citation gapYour brand appears, but your own evidence is not used.
High-priority recommendationsFindings linked to fixes you can act on.
Source gap
Answers rely on competitor and third-party sources instead of your content.
Site evidence gap
Page structure, entity data or verifiable claims are thin.
Question coverage gap
Content does not answer the questions buyers actually ask.
AEO audit · 14 checks
68
Rolled up into five dimensions · example
Technical
On-page
Keyword
Authority
Entity
Growth Blueprint
A Growth Blueprint grounded in real evidence.
Your business inputs, website content, AEO audit and recent AI-visibility evidence, combined into one consulting-style report that names the key gaps in positioning, customers, authority, content and distribution.
58
Overall health
Strong product, weak authority
Positioning clarity66
Customer clarity71
Authority proof42
AI search visibility38
Content distribution52
Measured
Self-reported
AI-judged
Growth Blueprint
Nimbus Analytics
Ideal customer
Who is most likely to buy, and what triggers it.
Buyer journey
From problem to exploration, comparison, validation and decision.
Knowledge topics
The themes and questions the brand should keep owning.
Authority gaps
Third-party evidence, cases and source coverage.
Content opportunities
Pages and assets to create or update first.
90-day roadmap
Actions organised by phase, impact and time.
- 1 · Guided assessmentAnswer questions about the business, customers and goals.
- 2 · EvidenceWebsite, audit and recent measurement data.
- 3 · AI analysisA nine-part strategy with priorities.
- 4 · DeliveryRead online, a 10-page PDF and a revocable share link.
90-Day Plan
Start with the one thing worth doing today.
The blueprint is split into four phases. Every task carries impact, an estimate, a due date and a definition of done — ready to hand to your team or an agency.
Today’s action
Unify the brand positioning line across the site
Use one clear statement of category, customer and value on the home page, About and core product pages.
92impact
Hand it to the team in one clickCopy a brief with the goal, definition of done, impact, estimate, due date and target page.
Start free and get your first action
No GEO expertise needed. Task briefs go straight to an employee, contractor or agency.
Track GEO results
After you act, ask the same questions again.
Read the trend, not one day. Re-measure the same questions on a schedule and watch, with sample sizes, whether mention rate, citation rate and share of voice settle into a direction.
1
Fixed questions and windowsKeeps before and after comparable; runs on your plan’s schedule.
2
Alerts and scheduled reportsSpot a clear change, then go back to the answers and sources. Reports go straight to your boss or client.
3
No dressed-up causalityA trend is an observation; it does not prove that one task caused the change.
Visibility trendMention rate · same question set · 12 weeks · example data
42%
Week 1 · 28% · n=28
Week 12 · 42% · n=30
First 4 weeks avg30%
+10 pt4 periods in the same direction
Last 4 weeks avg40%
Alert
Dataly’s mention rate rose two periods running on comparison questionsOpen it to go back to the answers and the sources cited.
Report
Week 12 PDF report generatedSample size, measurement window and the three metrics — ready to send to a boss or client.
Example data · a change in a metric does not prove that a task caused it.
For decision makers and doers
Everyone sees the result that matters to them.
Know what is worth funding first.
No GEO vocabulary needed. See whether you make the shortlist, where the biggest gap is, and where to put budget and people over the next 90 days.
- One health score and the weakest dimension
- The one action worth doing today
- A task brief you can hand to staff or a vendor
Decide on conclusions, not dashboards
Turn GEO results into a cadence you can report.
Start from buyer questions, cited sources and content opportunities; run the tasks, re-measure, and explain the change upward.
- Mention, citation and share of voice for you and competitors
- Scheduled re-measurement, alerts and PDF reports
- A four-phase action board with task status
Report with a denominator, a window and a trend
Deliver a repeatable method across clients.
Use one measurement, diagnosis and planning method for every client and turn GEO into a renewable service.
- Multi-brand workspaces and team seats
- White-label reports and REST API, by plan
- A separate blueprint and 90-day plan per client
Quotas and entitlements follow the current plan
Delivered where clients and teams need it
- Download for Android
- Email alerts
- Team workspaces
- Scheduled reports
- REST API
- White label
Pricing
Start with one real measurement.
The plans, engines, credits and quotas below are read from this install.
Free
Free
Kick the tyres on a single brand.
- 1 brand workspace
- 10 buyer questions · 2 engines · 3 competitors
- Weekly runs with repeated sampling
- 1 team seat
- 100 credits / month
- Unlimited Growth Blueprints
- 90-Day Plan with copyable task briefs
Starter
$29 / month
For a growing brand tracking its AI-answer presence.
- 3 brand workspaces
- 50 buyer questions · 4 engines · 10 competitors
- Daily runs with repeated sampling
- 3 team seats
- 2,000 credits / month
- Unlimited Growth Blueprints
- 90-Day Plan with copyable task briefs
Agency
$99 / month
Resell AI-visibility monitoring to clients under your brand.
- 25 brand workspaces
- 500 buyer questions · 9 engines · 25 competitors
- Daily runs with repeated sampling
- 15 team seats
- 10,000 credits / month
- Unlimited Growth Blueprints
- 90-Day Plan with copyable task briefs
Unlimited quotas are shown as Unlimited. When registration is closed, the buttons sign you in instead.
FAQ
Before you start, the boundaries.
No. SEO helps pages get found in search; GEO is about whether your brand’s information is understood, verified and used in AI answers. They complement each other.
A single answer depends on the engine, the moment and randomness. Alzaro AI samples each question repeatedly across several engines and reports every rate with its sample size, so you read ratios and trends instead of one screenshot.
Mention rate is how often answers name you: 4 of 10 is 40%. Citation rate is how often they cite your site or an attributable source — being mentioned is not being cited. Share of voice is your share of all mentions across you and the competitors you track; it is not a search ranking.
The blueprint combines the business inputs you confirm, your website content, the AEO audit and recent visibility data or fixed probes. Every section is labelled Measured, Self-reported or AI-judged, so a judgement is never dressed up as a measurement.
Four phases — Foundation, Build, Authority and Scale — with a Today’s action and tasks that carry impact, an estimate, a due date, a source and a status. Tasks you have started, finished, dismissed or created by hand survive when the blueprint is regenerated.
Yes. Setup asks for your website and confirms the brand, competitors and buyer questions. Results are three plain ratios, and each recommendation says what to change and why; technical items can be handed to whoever runs your site.
Yes. Every 90-day task copies as a brief with the goal, definition of done, impact, estimate, due date and target page. Assigning tasks to named members inside Alzaro AI is not supported; the brief is designed to be sent.
Your first measurement and cited sources appear as soon as brand setup is done and the first questions have run. Re-measurement then follows your plan’s schedule. Judge direction on several periods and their sample sizes, never on one day.
No. Alzaro AI measures the answers, citations and trends it can observe and helps you improve your evidence and content. It does not guarantee indexing, citations, recommendations, traffic or revenue.
The engines available depend on this install’s configuration and your plan. Engine scope, sample counts and quotas on this page are read from the live configuration rather than written by hand.
Yes. Agency plans include multi-brand workspaces, team seats and roles, white-label reports and, by plan, REST API access. Each client brand keeps its own measurements, reports and plan.
Measure once. See whether you make the shortlist.Repeated samples across engines, with sample sizes.
Start free
Start with evidence
Measure where your brand stands. Know what to do next.
Measure the questions buyers really ask first, then decide where content, authority and site work should start.
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1
Enter your website, confirm brand and competitorsThe system reads your site; you only confirm or edit.
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2
Start with a few buyer questionsCategory, problem, comparison and brand questions, sampled repeatedly across engines.
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3
Get the gap, the blueprint and today’s actionCopy the task brief for your team, then re-measure on schedule.
14-day trial · Trial length, card requirements and available engines follow this install’s current configuration.