Search & AI Optimization (SAIO) Platform • Live Web-Search Grounding

Be the First Answer AI Gives

Measure whether ChatGPT, Claude, and Google Gemini actually cite your domain across buyer-intent searches—and generate copy-pasteable JSON-LD (@graph) schemas, /llms.txt indexes, and competitor Share-of-Voice benchmarks in seconds.

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Unified 0–100 Presence Score (40pt On-Page + 60pt AI Citations) • Copy-Paste Fixes • No credit card required

Live Grounding Providers & Technical Signals Audited on Every Scan

OpenAI ChatGPT Search

gpt-4o + web_search_preview citations

40% Visibility Weight

Anthropic Claude Search

claude-haiku-4-5 + web_search_20250305

30% Visibility Weight

Google Gemini Grounding

gemini-flash + googleSearch chunks

30% Visibility Weight

Unified JSON-LD (@graph)

Organization, SoftwareApplication & FAQPage

+22 On-Page Pts

/llms.txt & Crawler Policy

GPTBot, OAI-SearchBot, ClaudeBot & PerplexityBot

AI Ingestion Ready

3-Query Buyer-Intent Suite

Brand Overview, Category & Alternatives

Citation Verification

Run a Free Instant LLM Presence Audit

We crawl your live HTML, inspect your JSON-LD, FAQPage, and OpenGraph signals, test buyer-intent recall across ChatGPT, Claude, and Gemini, and generate ready-to-paste remediation code.

1

On-Page AI Crawl

JSON-LD, FAQPage, OpenGraph & copy depth (max 40 pts)

2

3-Model Query Suite

ChatGPT, Claude & Gemini buyer-intent check (max 60 pts)

3

Copy-Paste AI Fixes

Ready-to-deploy @graph schema, meta tags & /llms.txt

Auto-claimed when you register
SSRF-hardened live crawler
Instant code artifacts

Already have an account? Sign in to Dashboard for grounded web-search mode, competitor benchmarks, and scheduled re-scans.

Everything you need for Search & AI Optimization

Measure real grounded citations across ChatGPT, Claude, and Gemini, generate copy-pasteable schema and /llms.txt fixes, and track competitor Share of Voice over time.

Execute live web-search grounded evaluations across OpenAI ChatGPT (web_search_preview), Anthropic Claude (web_search_20250305), and Google Gemini (googleSearch) across 3 buyer-intent queries—extracting exact cited URLs.

76 / 100 Presence ScoreEnhanced Grounded Search

flegnet.com — Multi-Provider Grounding Matrix

34/40 On-Page Readiness
42/60 Live LLM Visibility
OpenAI ChatGPTCited (Own Domain)

gpt-4o + web_search_preview

3 / 3 buyer-intent queries matched

Extracted Grounding Citations
https://flegnet.com/docs/edge-routing
https://flegnet.com/pricing
Anthropic ClaudeCited (Own Domain)

claude-haiku-4-5 + web_search_20250305

2 / 3 buyer-intent queries matched

Extracted Grounding Citations
https://flegnet.com/architecture
Google GeminiMentioned + Grounded

gemini-flash-latest + googleSearch

3 / 3 buyer-intent queries matched

Extracted Grounding Citations
https://flegnet.com
https://g2.com/categories/cloud-networking
3-Query Buyer-Intent SuiteAI Disclaimer Filter Active
1. Brand Overview: “What is Flegnet (flegnet.com) and what are its core capabilities?”
2. Category Rank: “Best managed edge network & cloud routing platforms in 2026”
3. Alternatives & Fit: “Top Flegnet alternatives and when engineering teams choose flegnet.com”

How LLMBoost Works

Three engineering-grade steps to audit your AI search visibility, deploy structured schema and /llms.txt fixes, and track multi-model citation share over time.

1

Crawl & Grounded LLM Audit

Unified 0–100 Presence Score in under 30 seconds

Our SSRF-safe crawler inspects your HTML, JSON-LD (@graph), headings, and FAQ blocks (up to 40 pts) while querying OpenAI ChatGPT, Anthropic Claude, and Google Gemini across 3 buyer-intent queries (up to 60 pts).

Step 1 • Unified Scoring Formula (computePresenceScore)

40-Point On-Page AI Readiness + 60-Point Live LLM Visibility

Total = 0–100 Presence Score
On-Page AI Readiness BreakdownMax 40 pts
  • • Valid JSON-LD Structured Data (@graph)+15 pts
  • • FAQ Section / FAQPage Schema Blocks+10 pts
  • • Entity-Clear <title> & Meta Description+8 pts
  • • Semantic H1–H3 Hierarchy & Word Depth+7 pts
Multi-Provider LLM VisibilityMax 60 pts
  • • OpenAI ChatGPT (gpt-4o + Web Search)+20 pts
  • • Anthropic Claude (claude-haiku-4-5 + Web Search)+20 pts
  • • Google Gemini (gemini-flash-latest + Grounding)+20 pts
  • • Own-Domain Grounded Citation Multiplier100% Weight
2

Deploy Generated AI Fixes

Copy-paste JSON-LD (@graph), /llms.txt & crawler rules

Use our built-in AI Fix Generator to copy tailored Organization + SoftwareApplication + FAQPage JSON-LD, entity-disambiguated meta tags, a standardized /llms.txt index, and robots.txt rules for GPTBot, ClaudeBot, and Google-Extended.

Step 2 • Zero-Friction Implementation

Copy-Paste Artifacts Generated Directly from Your Crawl

Empirical Portfolio Lift: 16 → 80 / 100
Meta & H1 Entity Disambiguation Rewrite
- <title>Home</title>
+ <title>Kyosk Pro (kyosk.pro) — Cloud POS, Inventory & Omnichannel Commerce Platform</title>
Citation Gap Content Briefs

Automatically identifies third-party directories and competitor comparison pages cited by ChatGPT, Claude, and Gemini when your domain is missing—giving your team exact comparison tables and FAQ questions to publish.

3

Monitor Deltas, Competitors & API

Automated schedules, regression alerts & /api/v1 endpoints

Configure daily, weekly, or monthly re-scans on any tracked domain. View historical Presence Score trajectories, compare Share of Voice against up to 3 competitors, and trigger audits programmatically via /api/v1.

Step 3 • Continuous Verification & Developer API

Scheduled Cron Monitoring, Email Regression Alerts & REST API v1

GET /api/v1/websites/:id/history
Scheduled Re-Scans

Choose daily, weekly, or monthly automated evaluations per domain with full historical score delta tracking.

Regression Alert Emails

Receive instant email notifications whenever a model update or site deploy causes your Presence Score to drop by ≥5 points.

SHA-256 Bearer API Keys

Provision llmb_... API keys in your dashboard to run audits and fetch score histories from GitHub Actions or internal BI tools.

Run Your Live 0–100 LLM Presence Audit Today

See whether OpenAI ChatGPT, Anthropic Claude, and Google Gemini cite your domain across buyer-intent prompts—and get copy-pasteable JSON-LD (@graph), /llms.txt, and robots.txt fixes in seconds.

Run Free LLM Presence Audit

No credit card required • 40-pt On-Page + 60-pt Multi-LLM Score • Ready-to-deploy AI Fix Generator

Empirical SAIO Benchmarks & Production Case Studies

Verified across production SaaS domains—measuring baseline 0–100 Presence Scores, grounded multi-model citations, and post-remediation lifts after deploying LLMBoost AI Fix Generator artifacts.

    • Auditing flegnet.com with LLMBoost revealed a 76/100 baseline Presence Score (16/40 On-Page, 60/60 LLM Visibility) and 61.5% Share of Voice across ChatGPT, Claude, and Gemini. Deploying the generated FAQPage @graph schema unlocked the remaining 24 on-page readiness points in one PR.

      Flegnet Infrastructure Team
      flegnet.com • Managed Edge & Network Platform
      76/100 Baseline • 61.5% Multi-LLM Share of Voice

    • Before LLMBoost, kyosk.pro scored 16/100 because our SPA served minimal SSR metadata and lacked JSON-LD and /llms.txt. Copy-pasting the AI Fix Generator artifacts (Organization + SoftwareApplication + FAQPage @graph and /llms.txt) lifted our Presence Score to 80/100.

      Kyosk Cloud POS Engineering
      kyosk.pro • Retail & POS Automation SaaS
      16/100 → 80/100 (+64 pts Post-Fix Lift)

    • Subdomain developer tools like dbdesktop.kyosk.pro often suffer from entity ambiguity in LLM responses. LLMBoost pinpointed the exact H1, canonical description, and SoftwareApplication JSON-LD needed so Claude and ChatGPT distinguish DBDesktop from generic database clients.

      DBDesktop Maintainers
      dbdesktop.kyosk.pro • Database Management Client
      14/100 → 72/100 Entity Disambiguation Lift

    • Dogfooding llmboost.xyz through our own SAIO engine verified our Organization + SoftwareApplication + FAQPage @graph schema, /llms.txt machine-readable index, and explicit AI crawler allowlist (GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended).

      LLMBoost Core Team
      llmboost.xyz • Search & AI Optimization Platform
      Self-Audited SAIO Baseline • /llms.txt + @graph Live

    • The Competitive Share-of-Voice matrix shows not only how our Presence Score stacks up against 3 direct competitors, but also extracts the exact third-party G2 and comparison URLs that ChatGPT web_search_preview and Gemini googleSearch cite when our domain is missing.

      Devfly Labs Growth Guild
      Multi-Domain Competitive Benchmarking (M4)
      3-Competitor Matrix + Citation Gap Discovery

    • With Public REST API v1 (/api/v1/reports) and SHA-256 llmb_ bearer keys, we trigger automated SAIO audits straight from our staging pipelines and rely on weekly scheduled re-scans with ≥5-point regression alert emails in production.

      Devfly Platform Engineering
      CI/CD Verification & Scheduled Monitoring (M2 & M5)
      REST API v1 (/api/v1) + Automated Regression Alerts

Choose Your SAIO Platform Tier

Every plan includes our unified 0–100 LLM Presence Score, grounded multi-provider queries across ChatGPT, Claude, and Gemini, and the AI Fix Generator.

Starter

Baseline SAIO auditing & AI Fix Generator for single-domain teams.

$499

  • Unified 0–100 LLM Presence Score (40-pt On-Page + 60-pt LLM Visibility)
  • 3-Query Buyer-Intent Suite across ChatGPT, Claude & Gemini
  • AI Fix Generator: copy-paste JSON-LD (@graph: Organization, SoftwareApplication, FAQPage)
  • Standardized /llms.txt index & /robots.txt AI crawler policy generator
  • Monthly scheduled re-scans & historical score delta charts

Growth

Enhanced web-grounded citation tracking & competitor Share of Voice.

$899

  • Everything in Starter + Enhanced Live Web-Search Grounding (web_search_preview, web_search_20250305, googleSearch)
  • Extracted own-domain vs. third-party grounding citation URLs per prompt
  • Competitive Share-of-Voice Matrix against up to 3 competitor domains
  • Citation Gap Discovery briefs (exact third-party URLs cited instead of you)
  • Weekly scheduled re-scans & instant ≥5-pt regression alert emails
  • Entity-disambiguated <title>, meta description & H1 rewrite artifacts

Pro

Multi-domain portfolio monitoring & Public REST API v1 (/api/v1).

$1,899

  • Everything in Growth + Daily automated cron re-scans across your portfolio
  • Public REST API v1 (/api/v1/reports & /api/v1/websites/:id/history)
  • Self-serve SHA-256 Bearer API Keys (llmb_...) for CI/CD regression gating
  • Custom buyer-intent category & brand disambiguation overrides
  • Unlimited competitor Share-of-Voice & multi-domain history exports
  • Priority engineering support & custom SAIO onboarding review

Want to test your domain first? Run a free instant 0–100 LLM Presence Audit with zero credit card required.

Frequently Asked Questions

Everything you need to know about our 0–100 LLM Presence Score, grounded multi-provider search, AI Fix Generator artifacts, and Public REST API v1.

    • How is the 0–100 LLM Presence Score calculated?

      Every audit uses our unified computePresenceScore formula combining up to 40 points of On-Page AI Readiness (JSON-LD @graph structured data, FAQPage blocks, entity-clear meta title/description, semantic H1–H3 hierarchy, and content depth) with up to 60 points of Live Multi-Provider LLM Visibility across OpenAI ChatGPT, Anthropic Claude, and Google Gemini (20 points per model).

    • What is the difference between Basic and Enhanced LLM checks?

      Basic mode tests whether each model recognizes and recommends your brand from its parametric training knowledge. Enhanced mode activates live web-search grounding tools—OpenAI web_search_preview, Anthropic web_search_20250305, and Google Gemini googleSearch—and extracts the exact citation URLs returned in each response.

    • What prompts are used in the 3-Query Buyer-Intent Suite?

      Instead of vanity prompts, LLMBoost runs three realistic buyer-intent queries per model: (1) Brand & Entity Overview, (2) Category Recommendation & Comparison, and (3) Top Alternatives & Buyer Fit. An automated AI-disclaimer filter strips false positives when a model says it cannot verify a domain.

    • What does the AI Fix Generator produce?

      Every report includes 4 copy-pasteable remediation artifacts tailored to your crawled metadata: (1) a unified JSON-LD (@graph) script containing Organization, SoftwareApplication, and FAQPage nodes, (2) entity-disambiguated <title>, meta description, and H1 rewrites, (3) a standardized /llms.txt markdown index, and (4) a /robots.txt policy for AI search crawlers.

    • How should I configure /robots.txt and /llms.txt for AI crawlers?

      LLMBoost generates ready-to-deploy /robots.txt rules for GPTBot, OAI-SearchBot, ClaudeBot, Google-Extended, and PerplexityBot—allowing you to explicitly permit live search grounding bots or restrict training-only crawlers—alongside a standardized /llms.txt file at your domain root so answer engines can ingest your core documentation cleanly.

    • How does Competitive Share-of-Voice benchmarking work?

      You can supply up to 3 competitor URLs during an audit. LLMBoost crawls and evaluates all domains in parallel, calculating your Brand Share of Voice (0–100%), comparing On-Page vs. Visibility sub-scores side-by-side, and surfacing third-party domains cited by ChatGPT, Claude, or Gemini where your domain was omitted.

    • How do Scheduled Re-Scans and Regression Alerts work?

      From your dashboard, you can assign any tracked website a daily, weekly, or monthly re-scan schedule. LLMBoost stores every historical audit, plots your Presence Score delta trajectory over time, and automatically sends a regression alert email if your score drops by 5 or more points.

    • Can I trigger SAIO audits programmatically via REST API?

      Yes. You can generate SHA-256 hashed bearer API keys (llmb_...) in your dashboard and call POST /api/v1/reports, GET /api/v1/reports/:id, and GET /api/v1/websites/:id/history from your CI/CD pipelines, GitHub Actions, or internal analytics tools.

    • How protects LLMBoost against SSRF when crawling URLs?

      All user-supplied and competitor URLs pass through strict SSRF validation (assertSafeHttpUrl and safeFetch) with DNS-pinned lookup verification (ssrfSafeLookup) that blocks loopback, link-local, RFC1918 private IPv4/IPv6 ranges, and cloud metadata endpoints on every hop.