Scout by Revory
Scout · Revory's authority engine

Weekly authority — in your voice, ranked in Google and cited by AI.

Search is changing under everyone’s feet. AI Overviews answer before the click; ChatGPT and Claude are the new front page for buyer research. Scout scores your whole topic space, an expert picks the fights worth taking, and it drafts articles built to be ranked and cited — in your voice, on your site. AI does the heavy lifting. Experts provide the judgment.

// The problem

The search you optimize for isn’t the search your customers use anymore.

Generic SEO content is dead. Agencies write at volume and miss what your domain can actually rank for. And a growing share of buyer queries never reaches a blue link at all — Google’s AI Overview answers first, and a plant manager asking “who staffs industrial shutdowns in the southeast?” is typing it into Claude, not a search bar. If your content isn’t built to be ranked andcited, you’re invisible to the buyers who matter most.

// The scoring layer

Four scores per topic. Plain numbers.

Every topic that surfaces in the scan gets scored 0–10 on four axes. Total out of 40. Threshold to draft: 30. Below that, we don’t write — no matter how much volume it has.

A real one we scored, from a live construction-staffing deployment. Topic:industrial shutdown staffing services
Authority Fit9/ 10

The deployment lists shutdowns and turnarounds as a core sector, with earned authority on adjacent trades. The domain can credibly own this.

Commodity Risk8/ 10

Shutdown work turns on specialized credentials (TWIC, NCCER, CCIP/OCIP). Not a topic a generic model can answer from training data — there's real info-gain to add.

Competitor Weakness5/ 10

The SERP top five is held by general staffing aggregators with thin content. No specialist has claimed the shutdown angle.

Proximity10/ 10

Buyer-intent query. A plant manager searching this is inside a 7–14 day turnaround window. Bottom of funnel.

Total32/ 40
Passes threshold. Drafted.
// The pipeline

Seven stages, every week.

We automate the work, not the thinking. Each stage is owned by the agent, by a Revory expert, or by you — labeled so you always know where the judgment lives.

  1. 01AI

    Industry scan

    Your service verticals and target geos feed the topic universe.

  2. 02AI

    Topic mining

    Every candidate filtered for search intent, citation potential, and authority opportunity.

  3. 03AI

    4-axis scoring

    Scored out of 40. Only 30+ advances. The rest go back to the queue.

  4. 04Expert

    Strategic review

    A strategist reviews the scored queue and picks the fights worth taking this week.

  5. 05AI

    Article draft

    Full article in your voice, matched to your CSS, structured for AEO and GEO.

  6. 06Expert

    Expert edit

    An editor passes every draft for accuracy, voice, and citation structure.

  7. 07You

    Approval + publish

    It lands in your review queue. You approve, and it ships to your CMS.

// The deliverable

What ships each week.

First scored article inside 7 days. Then a steady cadence you approve before anything goes live.

  • A continuously scored queue of topic opportunities for your domain — live, so you watch the system work.
  • A drafted article on a weekly cadence, only on topics above threshold, with schema and answer-first structure baked in.
  • Every piece built for SEO, AEO, and GEO in the same pass — ranked by Google, quotable by AI.
  • Voice match to your existing brand, calibrated from your top pages in week one.
  • A weekly review session. You approve every draft before it publishes — the review queue is core, not optional.
// Three engines, one pass

Ranked and cited.

Being on page one isn’t enough when the answer sits above it. Scout builds for all three surfaces from the first token — not as a retrofit.

SEO

Ranked by Google.

The fundamentals, done right: intent-matched pages, clean structure, schema. This is table stakes — and still where most of the traffic decision happens.

AEO

Cited by AI Overviews.

Answer Engine Optimization. When Google's AI Overview answers before the click, the question is whether you're the source it quotes. Answer-first paragraphs and entity structure decide that.

GEO

Cited by ChatGPT, Claude, Perplexity.

Generative Engine Optimization. Buyers now research inside an LLM. Scout structures content to be legible — and quotable — to the models, so your firm exists in that conversation.

// We run it on ourselves

Scout runs on Helix before it runs for you.

The same engine has been scoring Helix Ventures’ own topic space for months. It’s not a pitch deck — it’s the system we use to build our own inbound.

1,473
Scored items in the queue
6
Industry clusters
Daily
Scan cadence, 6am ET
30+
The draft threshold, out of 40
// Start with the audit

The Digital Authority Audit.

Before a word gets written, we score where you actually stand — on public evidence only, no estimates. Five categories, a composite score, and a findings report you keep whether or not we work together. It’s the front door to a Scout pilot.

Request your audit
  • 01Search Visibility
  • 02AI Citation (AEO + GEO)
  • 03Technical Foundation
  • 04Content Coverage
  • 05Conversion Surface
// See it live

Scout is deployed for a construction staffing firm right now.

A full working deployment — the scored queue, a drafted article rendered in the client’s own visual system, the review pipeline end to end. The demo is access-code protected; we hand out the code on the call.

Open the live demoAccess code required
// FAQ

Questions worth asking.

// Pricing
$1,350/ month

One standard rate. Month to month after the pilot. Everything Scout ships, included — no per-article invoices, no agency-scale retainer for content you can’t measure.

  • Weekly articleDrafted, edited, in your voice
  • Expert reviewA strategist and editor in the loop
  • SEO + AEO + GEORanked by Google, cited by AI
  • Your review queueYou approve every publish
  • First scored articleInside 7 days

See where you actually stand. Start with the audit.