Generative Engine Optimization (GEO) for E-Commerce & SaaS

Get Recommended When AI Shoppers Compare Your Products.

When buyers ask ChatGPT Search, Perplexity, or Google AI which brand to choose, Searivo helps your store get cited with verified competitor comparison pages and structured schema.

Free Live Technical GEO DiagnosticNo Login Required · Instant Public Scan
Try live examples:
100 Verified BOFU Pages

30 /vs/ Competitor Comparisons + 40 Scenario Buyer Guides + 20 FAQPage Hubs + 10 Selection Checklists

Native Liquid & Feed Upgrade

We enhance Shopify native /llms.txt & /agents.md Liquid templates (or deploy root files on any stack) to index BOFU decision nodes

Day 1 / 30 / 60 Citation Logs

Fixed-prompt before/after observation across ChatGPT Search, Perplexity & Google AI Overviews (including unimproved prompts)

Why Default Discovery Files & Meta-Tag Plugins Aren't Enough

Shopify Already Gives You /llms.txt & /agents.md. Here Is What You Are Actually Missing.

Shopify Agentic Storefronts natively provide /llms.txt, /llms-full.txt, and /agents.md agent discovery files alongside Shopify Catalog product feeds. That handles basic store and SKU discovery—but high-intent AI shopping discovery frequently happens on comparative, trade-off, and use-case prompts where default discovery files contain no direct answers.

Default Store Setup (Native Discovery Files + $19 SEO Plugin)

  • Discovery files without decision content: Default /llms.txt and /agents.md guide agents to your catalog, but do not create objective spec comparisons, material trade-offs, or compatibility matrices.
  • Zero /vs/ comparison pages: When buyers ask “Your Brand vs Competitor X”, AI engines cite affiliate review sites or your competitor's blog because your domain has no comparative page.
  • Missing scenario & policy hubs: High-intent questions about warranty exclusions, B2B lead times, or specific use cases remain buried in unstructured PDFs or support tickets.
  • No citation verification: Zero visibility into whether ChatGPT Search, Perplexity, or Google AI Overviews actually recommend your products.

Searivo GEO Authority Sprint ($1,999 Turnkey Build)

  • 100 Verified BOFU Decision Pages: We research, fact-check, and publish 30 /vs/ competitor comparisons, 40 scenario buyer guides, 20 FAQPage hubs, and 10 selection frameworks.
  • Shopify Liquid /llms.txt & /agents.md Enhancement: We customize your native Liquid templates (or deploy root files for non-Shopify stacks) so AI agents discover both your SKUs and your 100 BOFU decision guides.
  • Validated Article, Product & FAQPage JSON-LD: Standards-compliant structured data on every page to support Google AI Overviews and answer engines.
  • Fixed-Prompt Before/After Citation Benchmarks: Transparent Day 1, Day 30 & Day 60 observation logs across ChatGPT Search, Perplexity & Google AI.
Inside the $1,999 GEO Authority Sprint

4 Concrete Engineering Deliverables (Fixed 100-Page Scope)

Every page is grounded in your verified product specs and approved by you at Blueprint Sign-Off before production starts.

Deliverable 01 · Core Value Driver (100 Pages)

100 Verified High-Intent Buyer Decision Pages

Confirmed in your 24-hour Blueprint Sign-Off (with 2 strategy revision rounds included and flexible allocation if your niche has fewer direct competitors):

Direct Head-to-Head Comparisons (/vs/ & Alternatives)30 Pages

Side-by-side spec tables, pricing transparency, and honest use-case trade-offs vs. real category competitors.

Scenario & Persona Buyer Guides40 Pages

Answers "Best [Product] for [Specific Application / Material / Budget / Industry]" prompts.

Verified Sizing, Compatibility & Policy FAQ Hubs20 Pages

Structured Q&A hubs covering warranty, shipping, sizing, and technical specs with FAQPage JSON-LD.

Category Selection Frameworks & Checklists10 Pages

Objective evaluation criteria and testing standards that establish first-party domain authority.

Deliverable 02 · Native Platform Enhancement

Custom /llms.txt, /llms-full.txt & /agents.md

On Shopify, we audit your native Agentic Storefront files and customize their Liquid templates so AI crawlers index your 100 BOFU comparison & buyer guides alongside your SKUs. On custom stacks, we deploy root files directly.

# BrandName — Enhanced Agentic Directory (/llms.txt & /agents.md)
> Verified catalog specifications + 100 BOFU buyer decision guides.

## 1. Native Catalog & Policy Endpoints
- Full SKU Spec Feed: https://yourstore.com/llms-full.txt
- Agent Guidance Rules: https://yourstore.com/agents.md

## 2. Verified Head-to-Head Comparison Matrices (/vs/)
- BrandName vs CompetitorA (2026 Spec Matrix): /blogs/compare/brand-vs-competitor-a
- BrandName vs CompetitorB (Durability & Cost): /blogs/compare/brand-vs-competitor-b

## 3. Scenario Buyer Guides & Sizing FAQ Hubs
- How to Choose by Load Rating & Material: /blogs/guides/selection-framework
Deliverable 03 · Embedded Schema.org Markup

Article, Product & FAQPage JSON-LD Graph

Google Search and AI Overviews rely on standard HTML and validated Schema.org markup. Every delivered page embeds clean, linked JSON-LD entities:

{
  "@context": "https://schema.org",
  "@graph": [
    { "@type": "Article", "headline": "Brand A vs Brand B: 14-Point Spec Matrix" },
    {
      "@type": "FAQPage",
      "mainEntity": [{
        "@type": "Question",
        "name": "Which model supports continuous commercial duty?",
        "acceptedAnswer": { "@type": "Answer", "text": "Model Pro-X is rated for..." }
      }]
    }
  ]
}
Deliverable 04 · Execution & Measurement

60-Day Rollout + Day 1 / 30 / 60 Citation Logs

Every page passes human factual verification against your real product data before publishing, paired with transparent before/after citation observation logs.

Blueprint Revisions + Factual Corrections2 Rounds + Unlimited Factual Fixes
Refund Protection Cutoff100% Prior to Blueprint Sign-Off
Day 1, Day 30 & Day 60 Fixed-Prompt Observation LogsWeb + API Snapshots Included
Complete Deliverable Sample & Acceptance Standard (Demonstration)

Inspect What a Delivered BOFU Page, Citation Log & Acceptance Checklist Look Like

Below is an inspectable demonstration sample showing how we structure topic rationale, verified fact tables, before/after prompt observation logs (including unimproved prompts), and client sign-off criteria.

Open Full Sample Article
Sample BOFU Page #14 of 100 · /vs/ Comparison Node

Kova Titanium Press vs. BrewCore Polymer System: Specification & Extraction Matrix (Fictional Brand Demo)

Simulated Demo Data
1. Prompt & Topic Selection Rationale (Simulated Brand Example):

Target Buyer Prompts: “kova titanium press vs brewcore polymer travel coffee maker”, “titanium press vs polymer travel brewer boiling water rating”. Default storefront discovery files expose the product page at $129, but without a dedicated comparison page, answer engines rely on third-party gear roundups that omit wall thickness and seal warranty terms.

2. Excerpt: Side-by-Side Specification Matrix (Simulated Specs Illustrating Deliverable Format):
SpecificationKova Titanium Pro [Simulated Spec]BrewCore Polymer [Simulated Spec]Evidence Mapping Type
Chamber MaterialGrade-5 Ti-6Al-4V (0.8mm double-wall)BPA-free polypropylene + silicone valve[Simulated] Product Spec Sheet
Dry Pack Weight218g (7.68 oz) complete246g with metal filter[Simulated] QA Weight Log
Max Brew Temp100°C boiling water safe (zero plastic contact)Recommended 80–92°C (polymer chamber)[Simulated] Materials Policy Page
Best For (Honest Trade-Off)Backcountry durability & zero-plastic thermal stability ($129)Budget home/office desk brewing under $50[Simulated] Editorial Sign-Off
3. Sample Fixed-Prompt Observation Log (Simulated Day 1 vs. Day 30 Report Format — Includes Unimproved Prompt):
Fixed US/EN Buyer Prompt (Simulated)EngineDay 1 Baseline [Simulated]Day 30 Observation [Simulated]
“kova titanium press vs brewcore for backpacking”Perplexity (Web)Not cited (3rd-party roundup cited)[Simulated] Cited #2 (/vs/ comparison page)
“plastic-free travel coffee maker boiling water spec”ChatGPT SearchNot cited[Simulated] Cited #1 (FAQPage spec hub)
“best travel coffee maker under $50”Google AI OverviewsNot cited ($129 SKU)[Simulated] No change (Price constraint mismatch)
Service Governance & Sign-Off

Delivery Lead & 6-Point Client Acceptance Standard

Every $1,999 Sprint is managed by our GEO Engineering Desk (audit@updates.getsearivo.com) and must pass all 6 acceptance criteria:

  • 1. Pre-Production Blueprint Sign-Off: 100 topics mapped to target prompts & real competitors (up to 2 strategy revision rounds).
  • 2. Zero Fabricated Links or Specs: Every link, price, dimension, and policy statement must resolve to a live HTTP 200 URL or client-verified spec sheet.
  • 3. Platform-Native Feed Alignment: Shopify native /llms.txt, /llms-full.txt & /agents.md checked first and enhanced via Liquid (or root files on custom stacks).
  • 4. Schema Validation: Every page includes valid Article + FAQPage JSON-LD with zero syntax errors.
  • 5. Raw Citation Logs: Day 1, Day 30 & Day 60 reports include exact prompts, engine mode (Web vs. API), and unimproved items.
  • 6. Refund & Revision Guarantee: 100% full refund within 7 days prior to Blueprint Sign-Off; unlimited factual corrections for 60 days.
Turnkey AI Buyer-Decision Content & GEO Engineering

Transparent Turnkey GEO Pricing

Shopify now natively generates /llms.txt, /llms-full.txt & /agents.md agent discovery files alongside Shopify Catalog product data—which means basic file generation alone is a commodity. Searivo engineers what native discovery files do not include: 100 Verified BOFU Comparison, Buyer Guide & FAQ Hub Pages plus custom Liquid template enhancement and multi-engine citation measurement.

Technical GEO AuditSelf-Serve
$0

Free forever

Instant diagnostic of your domain's public AI crawler access, native /llms.txt & /agents.md status, and BOFU comparison gaps.

  • Live /llms.txt, /llms-full.txt & /agents.md inspection
  • Search vs. training crawler audit (OAI-SearchBot, PerplexityBot, GPTBot)
  • Homepage JSON-LD entity graph inspection
  • BOFU /vs/ & comparison link gap detection
  • Starter /llms.txt draft using verified on-site links
Run Free GEO Audit

Instant public-site scan.
No account or card required.

Fixed 100-Page Scope
GEO Authority SprintDone-For-You
$1,999

One-time · 60-day delivery

100 verified high-intent buyer decision pages + custom /llms.txt & /agents.md enhancement + Day 1/30/60 citation logs.

  • 100 Verified BOFU Pages: 30 /vs/ Comparisons + 40 Buyer Guides + 20 FAQ Hubs + 10 Checklists
  • Shopify Native /llms.txt & /agents.md Liquid Enhancement (or Root/Edge deploy for non-Shopify)
  • Objective spec matrices grounded in your verified catalog, warranty & return policies
  • Embedded Article, Product & FAQPage JSON-LD on every delivered page
  • 2 Blueprint strategy revision rounds + unlimited factual corrections for 60 days
  • Fixed-prompt before/after citation benchmark at Day 1, Day 30 & Day 60
  • 100% Full Refund within 7 calendar days prior to Blueprint Sign-Off

Stripe checkout · Pay once

Get a free 3–5 topic preview first
GEO Radar & FreshnessMonthly Subscription
$199

Per month

Monthly multi-engine citation audit across 50 fixed US/EN buyer prompts + 4 verified BOFU pages/month + 1-click portal cancellation.

  • 50 fixed US/EN buyer prompts sampled monthly (150 engine observations/mo)
  • Tracks ChatGPT Search, Perplexity & Google AI Overviews (Web + API snapshots)
  • Includes variance notes explaining LLM sampling fluctuations vs. structural gains
  • 4 new or refreshed verified BOFU comparison/FAQ pages delivered monthly
  • Monthly /llms.txt & /agents.md catalog & pricing sync
  • 1-click self-serve cancellation via Stripe Portal — keep 100% of pages

Stripe checkout · Billed monthly

Manage or cancel your subscription
Transparent Post-Payment Fulfillment & Scope Boundaries

What Happens Immediately After You Pay? (Step-by-Step Delivery)

Server-verified order creation, explicit scope boundaries, and milestone sign-offs from the moment your Stripe checkout completes:

Step 01 · Instant (Minute 0)

Server-Verified Order & Kickoff

Our Stripe webhook and session verifier log your order in PostgreSQL immediately and email your confirmation—even if you close your browser.

Step 02 · Within 24 Hours

Blueprint Sign-Off (2 Revisions)

Sprint clients receive their 100-Topic BOFU Blueprint (includes up to 2 strategy revision rounds). 100% full refund available within 7 days prior to Blueprint Sign-Off.

Step 03 · Day 3–5

Initial 15 Pages + Feed Enhancement

After Blueprint Sign-Off, we enhance your Shopify native /llms.txt & /agents.md Liquid templates (or root files) and publish your first 15 verified BOFU pages.

Step 04 · Day 6–60 & Monthly

Full 100-Page Rollout & Logs

Remaining 85 BOFU pages publish on a paced schedule (with unlimited factual/spec corrections) alongside Day 1, Day 30 & Day 60 citation observation logs.

Delivery Option A: Native Shopify Liquid + Scoped Blog API Sync

Prioritizes native platform capabilities. On Shopify, we first audit your native /llms.txt, /llms-full.txt & /agents.md endpoints and customize their Liquid templates to index your new BOFU decision pages, then publish articles via a scoped Custom App token (write_content only).

Delivery Option B: Complete Turnkey Export Bundle (Any Stack)

Prefer your internal engineering team to deploy? We deliver a structured ZIP & Git-ready bundle containing /llms.txt, /llms-full.txt & /agents.md, all 100 verified HTML + Markdown pages, validated JSON-LD blocks, and a 1-click CMS import CSV.

Zero Storefront Speed Impact: No client-side JS widgets or theme bloat.100% Refund Prior to Blueprint Sign-Off: Full refund within 7 calendar days prior to Blueprint Sign-Off (logged with timestamp).2 Blueprint Revisions + Factual Guarantee: 2 strategy revision rounds + unlimited factual corrections for 60 days.
GEO Authority Sprint ($1,999) · 100-Page Blueprint Desk

Start Your GEO Sprint or Get a Free Preview

With the GEO Authority Sprint ($1,999 one-time), we engineer 100 verified BOFU pages (30 /vs/ comparisons, 40 buyer guides, 20 FAQ hubs, 10 checklists) and enhance your /llms.txt & /agents.md over 60 days. Start through secure Stripe checkout, or request a free 3–5 topic preview first.

Fixed 100-Page Scope & Clear Acceptance Criteria

30 Competitor Comparisons + 40 Buyer Guides + 20 FAQ Hubs + 10 Checklists, each verified against your real product specs.

100% Refund Prior to Blueprint Sign-Off

Review your 100-topic blueprint within 24 hours (includes 2 strategy revision rounds). Full refund available within 7 days prior to Blueprint Sign-Off.

Shopify Native Liquid Enhancement + Any CMS Stack

Enhances native Shopify /llms.txt & /agents.md or exports a complete Markdown/HTML + JSON-LD + CSV bundle.

One-time payment · Secure Stripe checkout

3–5 sample topics within 24 hours. No payment required.

The full 100-topic production blueprint is included with your paid Sprint kickoff.

Email-Verified Subscription Portal · Self-Serve Cancellation

Already Subscribed to GEO Radar ($199/mo)? Request Your Secure Billing Portal Link

Enter the work email used during Stripe checkout. To protect your billing security, we email a one-time Stripe Customer Portal link directly to your inbox so you can download invoices or cancel your subscription in 1 click.