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AI Search Optimization Platform

Grow your AI visibility. Don’t just track it.

Snezzi puts AI agents to work so your business gets recommended more often in ChatGPT and other AI answers. They create and refresh content, build backlinks and find relevant opportunities across social channels.

AI platforms included in tracking

  • ChatGPT logo ChatGPT
  • Claude logo Claude
  • Perplexity logo Perplexity
  • Google AI Overview logo Google AI Overview
  • Google AI Mode logo Google AI Mode
  • Gemini logo Gemini
Buying conversation Illustrative

What is the best platform for a lean growth team?

AI answer

Your brand is considered, but Competitor A owns the clearest proof for comparison-stage questions.

Answer strength
Your brand 62%
Competitor A 78%

This week

  1. Create comparison page
  2. Add product evidence
  3. Pursue Source A mention

Trusted by teams building authority in competitive markets

Unleash Wellness
Orbrick
Virohan
Bugni Labs
StartupOG

The buying journey changed

Buyers can discover your business, or miss it entirely, before they visit your website.

People now ask ChatGPT and other AI tools what to buy, who to hire and which companies to trust. Snezzi is the AI visibility platform that helps your business show up and get recommended more often.

Northstar CloudAI Visibility

Welcome back!

Here's what's happening with your organic visibility today.

AI Visibility
31%share of 96 prompts · last 30 days
Share of Voice
18%across 9 tracked brands
Top-3 Rate
68%appearances ranked in the top 3
AI Referral Leads
14from 186 AI sessions
Visibility by platform
Perplexity logoPerplexity18
Google AI Mode logoGoogle AI Mode13
Google AIO logoGoogle AIO11
ChatGPT logoChatGPT9
Claude logoClaude6
Position mix
Top 328
Lower9

Decide what matters next

Many signals. One clear plan.

Snezzi turns visibility gaps, competitor movement and source trends into a focused weekly action plan that is ready to review and move into execution.

Weekly plan for Northstar Cloud

Signals behind this play3 signals connected
AI visibility14 evaluation prompts lost

Competitors appear more often in shortlist answers.

Competitor movementTwo rivals added comparison evidence

Three recurring sources now cite their claims.

Owned evidenceNo comparison page to cite

Product proof is fragmented across feature pages.

Every recommendation keeps its supporting evidence attached.

This week's priority Ready for review

Win more enterprise evaluation shortlists.

Build the comparison evidence buyers cannot find

Competitors are recommended more often when buyers ask about implementation, migration and enterprise fit. Northstar has the proof, but no page brings it together.

  • 14 buying questions
  • 3 source gaps
  • High buyer intent
Expected impact
High
Confidence
91%
Effort
Medium
Execution workspace Evidence stays attached to the work
3 items moving
01 · OpportunityComparison-stage evidence gap14 buying questions · 3 missing sources
02 · CreateResearch-backed comparison pageSnezzi AI · Brand policy passed
03 · ApproveWordPress draft readyHuman approval required
Mon 14Tue 15Wed 16Comparison pageThu 17Fri 18

Completed work

Shipped

Comparison page prepared

yourcompany.com/compare

14 prompts and 3 source gaps retained as evidence

Create, approve and publish

Turn opportunities into work that ships.

Move from prioritized recommendations to researched content, governed review, scheduling and publishing without losing why the work exists.

  • AI Content EngineBriefs, articles, comparisons, FAQs and images
  • Brand Context & PolicyVoice, claim and approval guardrails
  • Content DecayDecline and citation-loss detection
  • Publishing integrationsApproved work moved into connected channels

Build authority beyond your website

Build the authority AI platforms already trust.

Start with observed citation gaps. Qualify the publications and communities that matter. Then move each opportunity through one accountable workflow.

Observed authority gaps 4 channels connected

Publications

Editorial and industry sources

Reddit

Relevant community conversations

Quora

High-intent category questions

Social

Expert evidence and distribution

Each opportunity starts with a source or conversation already influencing buyer decisions.

One unified agent

Backlink Building Agent

  1. 01Source gap observedEvidence attached
  2. 02Opportunity qualifiedRelevance and authority checked
  3. 03Outreach preparedPersonalized pitch ready
  4. 04Customer approvalExternal action stays reviewable
  5. 05Placement verifiedResult saved for the next check
Placement verified

Completed work

Verified

Earned category mention

industry-source.com/category-guide

Target conversation, source context and next recheck retained.

Snezzi AI

Ask the market. Understand the change. Take action.

Use Snezzi AI inside the product to investigate performance, understand recommendations and move approved work forward.

S
Snezzi AIConnected performance workspace
Ready
What was our AI visibility performance last week?
Loading last week's visibility snapshot Comparing share of voice by platform Tracing prompt and citation movement Connecting changes to completed work
Performance summary

AI visibility increased from 27% to 31%, while share of voice moved from 15% to 18%. The strongest gains came from six evaluation prompts where two newly earned citations began appearing in answers.

Recommended next action Review the six gaining prompts and protect their supporting sources Review the details →
2 actions need your approval Nothing publishes without review

Snezzi MCP + CLI

Bring Snezzi into the tools you already use.

Ask about visibility, investigate competitors, create content and move work forward from ChatGPT, Claude, Grok, Cursor or your terminal without breaking your everyday workflow.

Use Snezzi where work happensHosted MCP or agent-first CLI
ChatGPT logo ChatGPTMCP
Claude logo ClaudeMCP
Grok logo GrokMCP
Cursor logo CursorMCP + CLI
Conversation via MCP
OAuth connected

What changed in our AI visibility last week?

visibility_summary
visibility_competitors
gsc_top_pages
Visibility improved across 12 buying questions.

Share of voice rose 8%. Three competitor gains need attention, and two recommended actions are ready to review.

Account-scoped access with explicit read and write permissions.

The same workflow via CLI
JSON · table · raw
$ snezzi visibility summary --brand northstar
AI visibility   31% ↗ 8%
Share of voice  18% ↗ 12%
Actions ready   2
$ snezzi skill install
Snezzi skill installed for compatible coding agents.

Compose Snezzi commands into repeatable research, content, audit and reporting workflows.

Measure performance

Connect execution to performance.

See visibility, referral and search performance alongside the initiatives your team launched.

  • AI referralsSessions, landing pages and configured conversions
  • Search performanceGoogle Search Console movement
  • Completed work and rechecksLaunched initiatives shown beside later performance
  • Executive reportingCompetitive movement, work and outcomes in one view
Outcome view Evaluation conversations · current period
Rechecked 8m ago
Recommended · 90 days
24% 31%

+7 points after recheck

AI referrals · 90 days
1,052 1,284

+22 percent vs prior period

Recommendation share rises after the comparison evidence was published, with the old value retained for context.
34%28%22%
Comparison evidence published
ObservedPrevious trajectory

Completed work

Verified

Comparison evidence published

yourcompany.com/compare

Rechecked across 14 evaluation questions

Interpretation

Recommendation share moved after publication. The timeline shows when the change happened without claiming unsupported attribution.

Your market, made visible

Become the answer buyers trust.

See how Snezzi can help your business appear and get recommended more often across AI answers.