NEW AI Visibility Baseline: see what AI says before you publish more
AI visibility operating system

Be the answer AI recommends.

Rizeer finds the questions shaping your buyers’ decisions, fixes what blocks AI visibility, creates evidence-backed content, and tracks whether ChatGPT, Google AI and Perplexity actually mention your brand.

✓ Start with buyer questions✓ Evidence before copy✓ Approval where it matters
Rizeer
AI visibility baseline5 buyer questions sampled
2/5 recommended
WHAT AI FINDS NOW
Brand mentioned3/5↑ 1
Brand cited1/5GAP
Competitor sources12MAP
NEXT BEST ACTIONFix your proof gapHomepage plan ready
Connects to the systems your team already uses
WWordPress
SShopify
WWebflow
GSearch Console
GAGA4
Rizeer works from your site, market and evidence — not from a blank prompt.GOOGLE AICHATGPTPERPLEXITYGEMINI
Why publishing more is not enough

AI does not recommend a website because it published more articles.

Visibility breaks when the crucial answer, the proof behind it, or the learning loop is missing. Rizeer shows which one is holding your brand back — and what to do next.

01

No clear answers

Your buyers ask real questions, but your site does not give a direct, extractable answer that an AI system can confidently use.

02

No external proof

Your claims lack the cases, facts, comparisons, reviews or third-party sources that make a recommendation defensible.

03

No feedback loop

Nobody checks what AI says about you, which pages it cites, or where competitors are winning the answer.

Phase 0 · Onboarding Report

Before growth starts, make the business AI Ready.

Rizeer turns onboarding into a working report: it verifies technical access, brand facts, key pages, proof, competitors and the starting AI picture. When a blocker is real, automatic publishing waits for the fix.

01ConnectSite, data & profiles
02ScanReadiness & evidence
03BaselinePrompts, sources, rivals
04FixBlockers & proof gaps
05Re-checkVerify each change
06UnlockStart the growth loop
DEMO ONBOARDING REPORT

AI Ready Score

Readiness is separate from visibility: this score shows whether AI systems can access and trust the foundations.
64OUT OF 100
2 blockers · 3 high-impact actions
What the report verifiesSTATUS BY PRIORITY
Technical accesscrawlability, indexation, canonical, render
BLOCKED
Brand fact sheetcategory, offer, proof, sensitive claims
ACTION
Key pageshomepage, product, pricing and service answers
ACTION
AI question setbuyer prompts, persona and use-case context
READY
Competitor source mapcited pages, external proof and mention gaps
ACTION
Approval ruleswhat can prepare itself and what needs review
READY
PRIORITISED NEXT ACTIONS1 · Unblock AI crawlers2 · Add proof to key page3 · Confirm brand facts

The report adapts to local businesses, ecommerce, SaaS and national brands — while keeping the same rule: first establish what is true and accessible, then automate the right next action.

AI Visibility Baseline

First, Rizeer asks the questions your buyers ask.

It starts with a focused, repeatable prompt set — then records whether your brand is mentioned, cited or recommended, alongside the pages and competitors shaping the answer.

A separate score

Visibility is not the same as readiness.

AI Ready checks whether your site can be read and trusted. AI Visibility checks what answer engines actually say today — so each score has a clear next action.

Five buyer questions · illustrative baseline

DEMO
01Which platform is best for AI search visibility for a lean growth team?COMPETITOR CITED
02How can a company get its brand mentioned in ChatGPT answers?BRAND MENTIONED
03What evidence should an AI SEO platform show before it is recommended?PROOF GAP
04Rizeer alternatives for content and SEO automation?NOT VISIBLE
05How do I improve citations in Google AI and Perplexity?PAGE CITED
From baseline to a website change plan

Turn the gaps into changes your team can actually implement.

Rizeer does not jump from a weak answer to “write a blog post”. It first identifies the missing fact, proof, comparison, page or internal connection — then prepares the smallest credible fix.

01 · QUESTION & GAP MAP

Find the answer that is missing

Map buyer prompts, query fan-out, competitor claims and cited sources to an explicit opportunity — not a vague keyword.

02 · EVIDENCE-BACKED PLAN

Prepare the proof before the page

Define the required facts, case material, comparison criteria, source gaps, schema and internal links. Ask the customer for inputs where evidence is missing.

03 · COPY-READY EXECUTION

Ship a change, not a suggestion

Produce a homepage edit, answer block, fact page, comparison, brief or refresh task with an owner, reviewer and measurement trigger.

One connected operating system

Baseline → question & gap map → evidence → approval → learning loop.

One continuous system, not a feature catalogue. Every stage creates the context the next one needs — and every publish is measured against the original buyer question.

THE RIZEER AI VISIBILITY LOOP
01

Baseline

Check readiness, run buyer prompts and capture current citations, mentions and recommended competitors.

ACCESS · ANSWERS · SOURCES
02

Question & gap map

Prioritise the questions, claims and missing proof that can change a real recommendation.

PROMPTS · GAPS · PRIORITY
03

Evidence-backed content

Turn the gap into a fact page, answer block, comparison, case study or article brief — with proof attached.

BRIEF · PROOF · LINKS
04

Approval & publish

Review sensitive claims, then publish to WordPress, Shopify or Webflow with the CMS context intact.

REVIEW · CMS · LIVE
05

AI visibility learning

Re-test prompts, watch cited pages and source changes, and create the next highest-value action.

MENTIONS · CITATIONS · REFRESH
Inside the evidence stage: Research → strategy → writing → optimisation → internal linking → publishing. The result is never just a generated article: it carries the original question, evidence requirements, competitor context, link map and measurement plan.
↻Then it learns again. Rankings, citations, brand narrative and content performance inform the next research cycle.
Control without the bottleneck

Autonomous where safe.
Approval where it matters.

Rizeer removes repetitive execution, not judgement. The system can collect, analyse and prepare work continuously — while your team stays in control of brand, claims, Reddit participation and publication.

AUTONOMOUSMonitor answers, sources and opportunities

Prompt movement, competitor changes, source gaps, content gaps and relevant conversations.

AUTONOMOUSPrepare the evidence brief

Buyer question, required proof, comparison context, source requirements and suggested links.

YOUR APPROVALApprove facts, claims and responses

Keep legal, product, expert and public-conversation decisions with the right people.

YOUR APPROVALApprove the final publication

Review once, then publish cleanly into your existing CMS workflow.

A dashboard built for decisions

See the answer, the evidence and the next move in one place.

The workspace connects the AI Visibility Scorecard to source gaps, homepage changes, keyword movement, content calendar and ready-to-review actions — not a monthly PDF.

Rizeer / AI visibility overviewIllustrative workspace · Last 30 days
AI Visibility Score+12 pts since baseline
Priority opportunities
  • Homepage proof blockready
  • Comparison fact pagegap
  • Top cited source gapmap
  • Reddit answer reviewreview
CONTENT CALENDAR
OCT06
OCT08
OCT13
OCT16
OCT21
OCT27
Start with the answer AI gives today

Get your AI Visibility Baseline.

See the buyer questions, the sources shaping the answers, your readiness blockers and the smallest next change that can improve visibility.

Rizeer
Acme Growth workspace⌄
SI

AI visibility overview

What AI says today, what changed, and the next concrete action.

AI visibility score42↑ 12 pts vs baseline
AI Ready score642 blockers to resolve
Buyer prompts recommended2 / 5↑ 1 answer this period
Priority actions ready63 need customer input

AI visibility trend

AI Visibility ScorePrevious period

Next best moves

Approve homepage evidence blockFixes category and proof gap in the first page AI systems evaluate.OWNER INPUT
Create competitor comparison fact pageThree recommendation prompts cite a comparable source type.BRIEF READY
Review one Reddit replyRelevant buyer question found; suggested response needs an expert account.AWAITING APPROVAL

Search positions that support the plan

KeywordPositionChangeSearch intentRanking URL

AI Visibility Baseline

Five buyer questions, tested across answer engines and translated into the next practical action.

ILLUSTRATIVE DATA
AI visibility score42↑ 12 pts since first check
Brand mentioned3 / 5Across tracked buyer questions
Brand cited1 / 5Needs a stronger source page
Recommended2 / 5Competitors lead in 3 answers

Prompt-level scorecard

Best AI SEO platform for a lean growth team?MENTIONNOT CITEDRIVAL REC.
How can a company be mentioned in ChatGPT?CITEDMENTIONMENTION
What proof makes an AI SEO platform recommendable?PROOF GAPRIVAL REC.RIVAL REC.
Rizeer alternatives for content and SEO automation?NOT VISIBLENOT VISIBLEMENTION
How to improve citations in Google AI and Perplexity?CITEDMENTIONCITED

Brand narrative & source map

  • Current narrative: “automation tool” appears more often than “AI visibility operating system”.NARRATIVE GAP · HOMEPAGE
  • Top cited competitor source: independent comparison page with clear use cases and proof.SOURCE GAP · CREATE / OUTREACH
  • Weak claim: pricing and evidence are absent from the cited answer context.FACT PAGE · PRIORITY

The production workflow keeps engines separate: mention, citation and recommendation are not merged into one opaque score.

AI Ready Onboarding Report

Resolve the inputs that determine whether the visibility and growth system can perform.

LATEST ONBOARDING REPORT

AI Ready Score

Current readiness before the automated growth workflow starts.
64OUT OF 100
2 blockers · 3 high-impact actions
Report module statusBUSINESS + SITE
Technical accessibilityAI crawlers blocked by robots.txt
BLOCKED
Brand fact sheetClaim owner and proof inventory incomplete
ACTION
Key pagesHomepage lacks direct service and proof answer
ACTION
Buyer question setFive core prompts approved for baseline
READY
Competitor sourcesThree source gaps still unmapped
ACTION
Approval rulesPublishing requires final human approval
READY

Priority actions

BLOCKERAllow AI search crawlersUpdate robots.txt and confirm the site returns content without a bot challenge.
HIGH IMPACTConfirm brand facts and proofApprove the category, differentiator and evidence that must remain true across pages and profiles.
HIGH IMPACTComplete the core website answersAdd specific offer, price, proof and audience details to the pages customers and AI systems need.

Website change plan

Evidence-backed homepage, fact-page and content changes created from the baseline — ready for a customer owner to review.

HOMEPAGE · HIGH IMPACT

Make the category and proof explicit

Connect the brand to its audience, outcome and evidence before an AI needs to infer it.

“Rizeer helps growth teams become the answer AI recommends — with evidence-backed pages and measurable visibility.”
FACT PAGE · PROOF GAP

Create the source AI can cite

Turn scattered product claims into a direct answer page with limits, methodology and concrete proof.

Required inputs: 2 customer examples, methodology owner, verified claims and review contact.
CONTENT · INTERNAL LINKS

Build the comparison answer

Prepare a comparison page from the cited competitor criteria, then connect it to product, pricing and proof pages.

Brief includes: buyer prompt, source map, answer blocks, schema suggestion and 4 internal links.

What Rizeer needs from the customer first

APPROVAL GATE
INPUTConfirm three brand claimsWhat should every correct AI answer say about the category, target customer and differentiator?
EVIDENCEAttach proof assetsCase study, benchmark, review, certification or expert source needed to support the new homepage claim.
REVIEWApprove publishing rulesContent can be prepared autonomously; sensitive claims and CMS publishing remain approval-only.

Reddit opportunities

Relevant live discussions are turned into an approval-ready response — never posted automatically.

MONITORING DEMO
HIGH RELEVANCE · AWAITING APPROVAL

“How do you actually get cited by ChatGPT?”

Why it matters: direct buyer question; the thread is already asking for sources and examples.

Suggested reply
Start by mapping the exact questions buyers ask, then give each answer a clear source page with evidence, limits and relevant internal links. Track whether the answer is mentioned, cited or recommended over time.

Commenter identity: product expert · Account: not connected

MEDIUM RELEVANCE · DRAFT READY

“Is AI SEO only about publishing more blog content?”

Why it matters: perfect opportunity to explain the difference between generic output and evidence-backed answer pages.

Suggested reply
More content alone is rarely the answer. The better starting point is whether the site gives a direct answer, shows independent proof and can be checked against what answer engines say today.

Commenter identity: marketing lead · Account: approval required

LOW RISK · NEEDS EXPERT CHECK

“Which signals make an AI recommendation trustworthy?”

Why it matters: reveals proof requirements for future fact pages and comparisons.

Suggested reply
Look for transparent evidence: what the product does, who it is for, examples, source links, limitations and a clear date or owner behind the claim.

Commenter identity: subject-matter expert · Account: pending connection

Keyword rankings

Follow every position that supports the buyer question and page plan.

Tracked keywords326Across 27 topic clusters
Top 3 positions84↑ 18 this period
Top 10 positions168↑ 31 this period
Biggest ranking gain+17Content strategy AI

All tracked keywords

KeywordPositionChangeIntentRanking URL

Content calendar

Every planned page has a role in the path from question to measurable visibility.

October 2026

MONTUEWEDTHUFRISATSUN

Automations

Background work that keeps the AI visibility system learning.

◎

Weekly answer-engine scan

Re-check the prompt set, citations, competitors and source changes every Monday.

ACTIVE · MON 09:00
✦

Evidence brief pipeline

Approved gaps receive a brief, source research, proof checklist and internal-link plan.

ACTIVE · ON APPROVAL
●

Reddit & citation watch

Surface relevant discussions and source changes for a human to review before any response.

REVIEW MODE