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The Answer Engine Era · Vol. I Tracking 5 AI models AEO / GEO · EN + AR

There are no ten blue links anymore. SIQA makes sure the one answer is yours.

Your buyers stopped searching and started asking. ChatGPT, Gemini, Claude, and Perplexity name three brands, not thirty — and right now they may be naming your competitors. SIQA measures your Share of Answer across 5 AI models, then deploys autonomous agents that audit, fix, and prove your visibility. Continuously.

Measure your Share of Answer

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Example answer stream · simulated

SoA 34.8%

simulated example — not live data

fig. 01 — how answers are read illustrative

Act I · The Disappearance — why this page exists

Your buyers didn't leave. They became invisible to you.

More of the research behind a purchase now happens inside an AI answer — before your website, before your ads. Three shifts tell the story.

01

Buyers ask AI to shortlist vendors.

Generative AI is becoming a research layer. If an answer doesn't mention your brand, that buyer may never reach your site.

02

The answer names a handful of brands.

Not a page of ten links. Brands left out of the answer don't make the shortlist.

03

Classic analytics can't see it.

Rank trackers and web analytics don't show what AI says about you, so most teams can't tell whether they're in the answer.

So we built the instrument that reads the answers —
and the agents that rewrite them.

Act II · The Measure — one number that matters

Share of Answer. The KPI of the answer era.

The percentage of AI responses about your category that mention your brand — weighted by intent, segmented by model, tracked over time. One score that tells you whether AI sells you or sells past you.

Share of Answer — by model · sampleblended · 87.5

ChatGPT
92
Claude
85
Gemini
79
Perplexity
71
AI Overview
66
Copilot
61

Intent-weighted: a transactional query ("best CRM for…") counts 4× an informational one ("what is CRM?"). Scores re-normalize when a model is unavailable, so the number stays comparable.

Not "impressions." Not "rankings." Were you in the answer, when it mattered?

SIQA runs structured prompt campaigns across the connected AI models in parallel — 122 templates, English and Arabic — then extracts every mention, maps every citation, and scores every sentiment. The result is a single comparable number you can put in front of a board.

Measurement tells you where you're losing.
It doesn't get you cited.

Act III · The Agents — where SIQA stops being a dashboard

Eleven agents close the loop while you sleep.

Competitors show you what's broken and leave you to fix it. SIQA's autonomous agents detect the gap, write the content, inject the schema, publish, distribute, and re-measure — on every scheduled cycle.

i.

Audit

Citation Scout & Gap Analyzer sweep the connected models for new mentions, lost ground, open gaps.

ii.

Generate

Content Architect drafts citation-optimized articles; Schema Engineer writes the markup.

iii.

Publish

One-click to WordPress, Shopify, Webflow; Social Commander distributes to LinkedIn & X.

iv.

Prove

Performance Analyst re-measures SoA and links the change to the actions behind it.

then it runs again — every 6–24 hours, on schedule

01Citation Scoutfinds mentions & gaps
02Gap Analyzerscores opportunities
03Content Architectdrafts citable content
04Content Optimizerraises AEO scores
05Schema Engineerinjects structured data
06Social Commanderdistributes & schedules
07SEO Tacticianguards classic search
08Trend Sentinelwatches the category
09Performance Analystattributes the lift
10Growth Orchestratorsequences the others
11Intake Routertriages every signal
Autonomy with a spine. Every action passes a four-tier risk gate — LOW auto-executes and logs, MEDIUM runs with 24-hour rollback, HIGH waits for your approval, CRITICAL needs two humans. Monitor, assisted, or fully autonomous — you choose the leash.

The Stack — it plugs into what you run

Publishes where you publish. Embeds where you build.

CMS publishing

One-click publish with automatic schema injection and structured-data validation.

WWordPress SShopify WWebflow Ghost · soon HubSpot · soon Drupal · soon Wix · soon

Social distribution

Schedule, publish, and track engagement across the channels that feed the answer engines.

LLinkedIn XX / Twitter Instagram · soon Facebook · soon TikTok · soon

Developer SDKs

Embed AI-visibility intelligence into your own product — native SDKs for every stack.

JJavaScript NNode.js PPython PPHP RReact Native

5

AI models monitored simultaneously — ChatGPT, Gemini, Grok, Llama and DeepSeek

10+

Analysis modules — SoA, citations, sentiment, schema, content, agents

6–24h

Agent cycle interval — high-risk actions still wait for your approval

122

Industry prompt templates, in English and Arabic

The Difference — read the fine print

Others print the diagnosis. SIQA performs the surgery.

An audit that ends in a PDF is homework. SIQA is built so the finding becomes the fix.

Dimension
SIQA
Audit-only tools
Model coverage
5 models, parallel, EN + AR
Varies by tool
Autonomous agents
11 agents, four risk tiers, rollback
Manual analysis only
Scoring
Intent-weighted SoA™ (4× transactional)
Varies by tool
Content generation
Citation-optimized, AEO-gated ≥ 75
Analysis only — no creation
Lifecycle
Audit → Generate → Publish → Prove, continuously
Audit, then it's your problem
Publishing
3 CMS platforms + 2 social channels, more coming
No CMS, no social
Start free trial 14-day trial · no credit card · cancel anytime

The Method — domain to dashboard

Point it at your brand. The pipeline does the rest.

Brand onboarding

~ 60 seconds

Enter your domain. SIQA auto-extracts your brand profile from 8 signals, discovers competitors, and classifies your industry and region.
  • logo & description extraction
  • auto competitor discovery
  • industry classification

Launch campaigns

~ 2 minutes

Build structured prompt campaigns from 122 industry templates. Target specific queries, intents, and buyer personas.
  • 122 prompt templates
  • intent-weighted queries
  • parallel LLM execution

Real-time analysis

live, as it runs

The pipeline reads every response as it lands — extracting mentions, mapping citations, scoring sentiment, computing SoA.
  • share of answer scoring
  • sentiment classification
  • citation source mapping

Act on it

continuously

Deploy the agents, generate content, run schema fixes, export branded reports — or let the loop run itself.
  • autonomous agents
  • ai content generation
  • pdf / csv reporting

The Terms — plain, like the rest of this page

Start free. Scale when the answers do.

Try SIQA free for 14 days — no credit card required. One trial per business.

Monthly Annual save 20%

Tier 01

Scout

For individuals and small brands getting started with AI visibility

$49/mo

  • 1 brand monitored
  • 50 campaign runs / month
  • 2 AI engines per prompt
  • Share of Answer dashboard
  • PDF & CSV export
Start free trial

Tier 02

Builder

For growing teams that need content generation and CMS publishing

$149/mo

  • 3 brands monitored
  • 200 campaign runs / month
  • 3 AI engines per prompt
  • Keyword gap + sentiment analysis
  • Schema & content audit
  • AI Content Writer
  • CMS publishing (WordPress, Shopify, Webflow)
Start free trial
Recommended

Tier 03

Growth

For businesses that need full intelligence, social distribution, and unlimited agents

$399/mo

  • 10 brands monitored
  • 1,000 campaign runs / month
  • 4 AI engines per prompt
  • Social distribution (LinkedIn, X)
  • Unlimited autonomous agents
  • A/B testing + ML prediction
  • White-label reports
Start free trial

Tier 04

Enterprise

For agencies and large organizations with multi-brand portfolios

Custom

  • Unlimited brands
  • Unlimited everything
  • 5 AI engines per prompt
  • Unlimited autonomous agents
  • White-label reports + API access
  • SLA and custom integrations
  • Dedicated CSM

prices in USD · usage-metered · cancel anytime · refund policy

Questions, Answered — fittingly

Share of Answer measures what percentage of AI responses to relevant queries mention your brand — weighted by query intent (transactional queries count 4× more than informational ones). We run structured prompt campaigns across ChatGPT, Gemini, Grok, Llama and DeepSeek, then compute your SoA score per model and as an aggregate.

SIQA currently queries ChatGPT, Gemini, Grok, Llama and DeepSeek. The platform also ships connectors for Claude, Perplexity, Microsoft Copilot, Google AI Overview and Bing Copilot, which activate as soon as credentials for them are configured — your per-model breakdown always shows exactly the engines that answered. We support queries in English and Arabic, with more languages coming.

Agents run on a scheduled cycle (every 6–24 hours). Each cycle: the Citation Scout checks for new mentions and gaps; the Gap Analyzer scores keyword opportunities; the Content Architect generates optimized articles or schema; the Social Commander distributes content to LinkedIn and Twitter/X. Every decision is logged and can be set to require human approval (assisted mode) or run fully autonomous.

No. Just enter your domain and SIQA automatically extracts your brand profile, discovers competitors, and classifies your industry. The optional JavaScript SDK takes one line of code to install. CMS connectors for WordPress, Shopify, and Webflow use API keys — no code needed.

Yes. All plans are month-to-month (or annual with a 20% discount). You can upgrade, downgrade, or cancel at any time from your billing settings — no contracts, no cancellation fees. Cancellation takes effect at the end of the current billing period.

All data is tenant-isolated — your brand data is never shared with other customers or used to train models for anyone else. CMS credentials are encrypted before storage. Brand and category context is sent to the AI models we query, and otherwise only to the subprocessors listed in our Privacy Policy.

The Last Word

The next answer about your category is being written right now.

Audit → Generate → Publish → Prove — see where you stand across the AI models SIQA tracks, then let the agents close the gap.

14-day free trial · cancel anytime