WR · Placement Automation

Placement Automation Dashboard

Where the AI agents actually look when they reconstruct local-business answers, which surfaces we can place customers on automatically, which need human-in-the-loop, and the MVP-7 pack we ship as the $1,497 attach on top of the $2,500 Rebuild.

7
Platforms in MVP
5
Green / shippable
3
Amber / verify
2
Red / drop or demote
5
Gap / sub-agent open
146
YouTube sources digested
4,077
TX roofer records (forensic)
5,235
AI source citations indexed
Section 01

Where AI Looks · Discovery Surface Ranking

From the Texas roofing forensic · 4,077 unique businesses · 5,235 source citations across 525 unique hosts. These are the surfaces ChatGPT, Claude, Gemini, and Perplexity actually consult when a user asks "find roofers in <town>". Color tag = automation status of placing a WR customer on that surface.

Green · shippable Amber · verify Red · drop/demote Gap · sub-agent open
#CitationsHostSource typesStatus
13,787maps.google.commaps_result × 3787GREEN · GBP
2202google.commaps × 110, search_snippet × 92GREEN · GBP
3110bbb.orgdirectory × 108, review × 2AMBER · BBB
490yelp.comreview × 76, roundup × 7, directory × 7RED · demote
579web.rcat.netchamber_association × 78AMBER · RCAT vertical
668cedur.comdirectory_aggregator × 68GAP · sub-agent
768expertise.comdirectory × 41, search × 16, roundup × 11GAP · sub-agent
848angi.comdirectory × 46, search × 2RED · drop
924inven.aidirectory_aggregator × 24GAP · sub-agent
1021roof.infodirectory_aggregator × 21GAP · sub-agent
1115facebook.comsocial_page × 15GREEN · FB Page
1211gaf.comdirectory × 9, search × 2AMBER · cert support
136mapquest.commaps × 3, directory × 3GAP · sub-agent
143local.yahoo.comarticle_roundup × 3AMBER · upstream Foursquare
152chamberofcommerce.comchamber × 1, directory × 1AMBER · per-town
162buildzoom.comdirectory_aggregator × 2GAP · sub-agent

Maps + Google Search dominate (3,989 of 5,235 = 76%). BBB + Yelp + RCAT + Cedur + Expertise + Angi together represent 463 (9%). Long tail of 500+ low-cite hosts = noise, ignored for MVP. Foursquare is missing from this Texas slice (we tested no FS-enabled customer), but is upstream of Apple Maps, Bing Places, Snap Maps, Uber, Yahoo Local — so it punches above this raw count.

What is "source_type"?
During the Texas forensic, every URL an agent cited was classified into one of 8 buckets:
  • maps_result · Google Maps pin (3,900 total)
  • official_site · the customer's own website (576)
  • directory_aggregator · BBB, Cedur, Expertise, RCAT, Angi, etc. (345)
  • search_snippet · plain Google SERP without a maps pin (206)
  • chamber_association · RCAT, local CoC, trade body (90)
  • review_site · Yelp reviews block (81)
  • article_roundup · "Top 10 X in Y" listicles (22)
  • social_page · Facebook Page (15)
Section 02

Platform Scorecard · GREEN / AMBER / RED / GAP

Every platform from the 146-video swarm consensus mapped to operator status. GREEN = ship in MVP. AMBER = needs human-loop or verification. RED = drop or demote. GAP = sub-agent investigating; topic brief flagged it but corpus coverage was thin.

Google Business Profile GREEN

Load-bearing layer of every local AI answer · 69 of 146 videos discuss it · 3,889 of 5,235 forensic citations route through Google Maps + Search.

Automation
Customer's own Google account · OAuth claim · no GBP API gate
Cost
$0 platform · ~30-60 min WR labor
Gotcha
Video verification gate · use aged-account + citation-consistency workaround
Q&A API
DEPRECATED Nov 3, 2025 · manual only

Apple Business Connect GREEN

FREE Apple Maps + Siri claim portal · 20 videos · phone-bill verification fallback removes #1 onboarding gate · Showcases (mini-promos) add 2-3 free citation surfaces per customer.

Automation
Manual customer claim · WR builds D-U-N-S helper + Showcase kit
Cost
$0 platform · ~15-30 min WR labor
Gotcha
Virtual mailbox / shared address still blocked · run live test before promising

Foursquare GREEN

Upstream of Apple Maps, Bing Places, Snap Maps, Uber, Yahoo Local · 1 claim = 5+ derivative citations · skeptic elevation, not in original topic brief.

Automation
Free claim · public API for venue submission
Cost
$0 platform · ~10 min WR labor
Gotcha
Low direct traffic · value is the downstream amplification

Wikidata Q-item GREEN

Free knowledge graph · Quickstatements API near-zero marginal cost · LLMs cite Wikidata heavily · paid-editor disclosure required.

Automation
Quickstatements API · WR-disclosed paid-editor account
Cost
$0 platform · ~10 min WR labor
Gotcha
~15-30% deletion-nomination risk in 90 days · pre-create supporting citations to bolster notability

Facebook Page GREEN

Meta Business Suite manual claim · 15 forensic citations · LLMs use FB pages for hours, services, recent posts.

Automation
Customer logs in · WR runs audit + post template
Cost
$0 platform · ~15 min WR labor
Gotcha
Customer must already have a Personal FB to admin the Page

BBB Accreditation AMBER

$500-1,500/yr trust signal · LLMs explicitly cite BBB rating · agency-managed application permitted · sub-agent verifying private partner-API rumor (Salient Process signal).

Automation
Application kit prep + submission · customer pays BBB direct (off WR books)
Cost
$0 to WR · ~45 min WR labor
Gotcha
Outlier · LLMs may cite BBB URL regardless of rating (B vs A+ untested)
Sub-agent open · "BBB partner / agency API deep dive" · single weak signal in video gpv4esOq67A

Manufacturer Certs (GAF / OC) AMBER

Roofing-vertical only · 12 corpus videos · multi-year invitation-based · NOT API-automatable · GAF Master Elite ≈ 5+ years tenure required.

Automation
WR sells application support only · NOT cert delivery
Cost
$0 platform · ~60 min WR labor + customer time
Gotcha
Customer expectation mismatch = #1 reputation risk · contract must say "support not delivery"
Outlier opportunity · social-media-attention accelerates GAF invitation · spec separate $497-997 "Manufacturer Attention Campaign" product

Local Chamber of Commerce AMBER

Per-town paid membership $200-800/yr · manual application · no API · 8 corpus videos · trust signal LLMs surface.

Automation
WR sources URL + drafts application · customer pays dues + signs
Cost
$200-800/yr customer-direct · ~20 min WR labor
Gotcha
Highly fragmented · 1 Chamber per town · doesn't scale to multi-city customers cleanly

Angi (post-HomeAdvisor) RED · DROP

Pay-per-lead trap · 21 videos · operator sentiment poor ("fake leads" / churn pattern) · NOT a directory, it's a lead-buy with different economics.

Decision
EXCLUDED from MVP-7
Rationale
48 forensic citations is non-zero but adding Angi commits customer to a sales funnel WR can't control or refund

Yelp RED · DEMOTE

Fusion API is READ-ONLY · Yelp ToS prohibits 3rd-party posting · review-request campaign triggers Yelp's review-suppression filter · service-business traffic collapsing since 2020.

Decision
OPTIONAL add-on · not MVP-7 default · sub-agent verifying 2026 ToS literal text
Rationale
90 forensic citations is real but ROI tanks once filter risk is priced in
Sub-agent open · "Yelp 2026 ToS explicit text on agency-managed review campaigns"

Expertise.com GAP

68 forensic citations · editorial-curated "Top X in <city>" · zero meaningful YouTube coverage · acceptance rate unknown.

Hypothesis
WR ghostwrites submission packet · customer sends from their email · editorial gate
Sub-agent
Open · acceptance-rate pilot test on 3 verticals

Cedur.com GAP

68 forensic citations · entirely directory_aggregator · no corpus coverage · need to identify if it's a paid-add or scraped-aggregator.

Sub-agent
Open · 30-min direct lookup · pricing + submission flow

MapQuest GAP

6 forensic citations · ~2024 platform reset · unknown 2026 status · TomTom-powered.

Sub-agent
Open · check if claim flow still exists or now Foursquare-only

Vertical Associations GAP

NRCA, RCAT, TRAA, ACCA, PHCC, NALP, ADA, Avvo, Justia, state bars · zero meaningful YouTube coverage · skeptic flagged as blocking gap.

Sub-agent
Open · per-vertical lookup map · membership URLs + dues + API/manual

GBP Q&A API GAP

Single creator claim: deprecated Nov 3, 2025 · needs direct Google API changelog verification before WR runbook locks it as manual-only.

Sub-agent
Open · check Google Business Platform changelog + Issue Tracker

AI-Citation Monitor GAP

Originally proposed $79/mo standalone · skeptic flagged category saturation (Profound, Peec, Bluefish, Semrush all racing down) · pivot to Marina bundle ($279/mo Marina + monitor combo).

Decision
NOT standalone product · bundle into Marina recurring
Sub-agent
Open · Q3 2026 pricing pull for Profound, Peec, Bluefish, Semrush AI Visibility, Search Atlas
Section 03

The Placement Pack · MVP-7

7 platforms · captures 80%+ of the AI-citation graph for a typical local-service business · ships as $1,497 attach on the $2,500 Rebuild · $3,997 Rebuild+Pack combo · $997 white-label wholesale to local-SEO agencies.

#PlatformWhat WR doesWhat customer doesAutomation
1 Google Business ProfileLoad-bearing layer Audit + optimize · Q&A seeding · post template · service-area config · review-request kit Sign in to Google · click verify · approve agency access if available Semi-auto · customer OAuth, WR runbook
2 Apple Business ConnectMaps + Siri D-U-N-S lookup · profile prep · 2-3 Showcases drafted Upload phone bill (or D-U-N-S) · approve claim · publish Semi-auto · customer verifies
3 FoursquareUpstream of 5+ surfaces Venue submission via FS API · category mapping · NAP sync Nothing FULL-AUTO
4 Wikidata Q-itemLLM knowledge graph Quickstatements submission · property build · paid-editor disclosure · supporting citations Nothing FULL-AUTO
5 BBB AccreditationTrust signal Application packet · narrative draft · submission orchestration Sign packet · pay BBB cert fee direct ($500-1,500/yr, off WR books) · approve Semi-auto · customer pays BBB
6 Facebook PageMeta surface Audit · NAP sync · post template · service tags Log into Meta Business Suite · grant Page admin · approve posts Semi-auto · customer admins
7 Vertical-specific1 per customer Roofing → GAF/OC application support · Dental → ADA Find-a-Dentist · Legal → Avvo/Justia/state bar · Towing → TRAA · HVAC → ACCA + LSA verification Provide cert paperwork / license · sign membership packet Semi-auto · per-vertical playbook
Wholesale
$997
White-label · agency channel · min 5 packs/yr commit
Combo
$3,997
Rebuild + Pack bundled · save $497 vs separate

Plus 60-day review-velocity campaign · per-vertical realistic pacing (roofing 10-15/mo · dental 20-30/mo · towing 5-10/mo) · NOT the creator-doctrine 40/mo (skeptic catch · suspension risk).

Section 04

Customer Onboarding Checklist

What the customer personally has to do vs what WR handles. The customer column is short on purpose · everything else is on us.

☐ Customer must do personally

Sign in to Google account tied to the business~5 min · used for GBP claim + review-velocity SMTP
Approve video verification call for GBP if Google requests it15-min call with Google rep · WR coaches the script
Upload phone bill OR provide D-U-N-S number for Apple BCN2 min · only document Apple accepts
Sign BBB Accreditation packet and pay BBB directly$500-1,500/yr to BBB · NOT to WR · keeps cert fee off WR margin math
Log into Meta Business Suite and grant Facebook Page admin3 min · customer's personal FB account required
Provide vertical credentials (state license, manufacturer paperwork, etc.)varies by vertical · email upload
Approve posts and Q&A drafts before WR publishes~10 min/wk for first 60 days · then monthly
Send WR a customer contact list for the review-velocity campaignCSV or CRM export · used for SMS/email outreach

✓ WR does (automated or done-for-you)

Run full discovery surface scan on customer's current footprintauto · ~2 min
Build NAP-consistent profile data (name, address, phone, hours, services)auto · single source-of-truth doc
GBP audit, Q&A seeding, services config, post templatesWR-orchestrated · ~45 min labor
Apple BCN profile prep + Showcase drafts~20 min labor
Foursquare venue submission via APIFULL-AUTO · 5 min
Wikidata Q-item creation via Quickstatements + paid-editor disclosureFULL-AUTO · 5 min
BBB application packet pre-fill + narrative draft~30 min labor
Facebook Page audit, NAP fix, post template, service tags~15 min labor
Vertical-specific add-on (GAF/OC/ADA/Avvo/TRAA application support)~60 min labor per vertical playbook
60-day review-velocity SMS/email campaign through customer's CRMauto via Twilio + Resend · WR provides templates
Screenshot + citation-proof PDF delivered at endauto-generated from monitoring run
Optional · wire Marina answer-agent for inbound calls during push$199/mo Marina upsell · captures missed calls = review-requests
Section 05

Agent Assignments · What Sub-Agents Are Doing Now

Wave dispatched these sub-agents to close the GAP-flagged platforms. Status reflects state at dashboard build time.

SA-01 BBB partner / agency API deep-diveVerify private API rumor from Salient Process signal · 30-min direct outreach to BBB partner team ⏳ queued
SA-02 GBP Q&A API deprecation verificationConfirm Nov 3, 2025 deprecation against Google Business Platform changelog ⏳ queued
SA-03 Yelp 2026 ToS literal text on agency review campaignsPull current ToS · confirm whether agency-managed review-request campaigns are explicitly banned ⏳ queued
SA-04 Expertise.com / Cedur.com / MapQuest direct lookupThree hosts with high TX forensic citation counts but zero YouTube corpus coverage ⏳ queued
SA-05 Vertical associations submission mapNRCA, RCAT, TRAA, ACCA, PHCC, NALP, ADA, Avvo, Justia, state bars · membership URLs + dues + automation status ⏳ queued
SA-06 Manufacturer cert API discovery (GAF / OC / CertainTeed)Verify whether any cert program has API for application status · feeds the $497-997 Manufacturer Attention Campaign product spec ⏳ queued
SA-07 AI-Citation Monitor competitor pricing pull · Q3 2026Profound · Peec · Bluefish · Semrush AI Visibility · Search Atlas · feeds Marina-bundle decision ⏳ queued
SA-08 MyGBPro white-label vendor call30-min vendor call · is MyGBPro the white-label execution layer that cuts 60-80% of Pack delivery labor? ⏳ queued

Updates roll into /root/wc/research/wr_placement_followup_20260516/gap_scorecard.json as each agent finishes. Refresh this dashboard once the file is populated to auto-fill GREEN counts.

Section 06

Risks · What the Senior Skeptic Caught

The 4 risks the Senior Skeptic Agent flagged when re-reading the consensus map. These must NOT make it into the final report unflagged.

⚠ Risk 1 · Margin floor of 76% is wishful
Consensus assumes ~$150 labor at 1-2 hrs/Pack. Skeptic estimates real delivery is 3-5 hrs (GBP claim + Apple BCN walkthrough + BBB packet + Yelp/FB orchestration + Wikidata + vertical add-on). At $200/hr labor opportunity cost, COGS climbs to $800-1,200 and margin compresses to 40-60%.
Mitigation · Time-track first 3 pilot Pack deliveries end-to-end · reprice if margin drops below 60% after 5 pilots.
⚠ Risk 2 · Texas forensic is WR's OWN data · parallel narrative not independent corroboration
The 146-video YouTube corpus agrees with the Texas finding because AEO/GEO creators are downstream of the same narrative (Reddit/Wikipedia/BBB cited by LLMs). None of the 146 ran a controlled forensic test like WR did. Risk · confirmation bias loop where WR cites creators who cite WR-style reasoning.
Mitigation · Re-run the Texas forensic in 2 non-Texas verticals (HVAC-Florida + Dental-California) using the SAME methodology BEFORE scaling Pack to 100 customers.
⚠ Risk 3 · AI-Citation Monitor category is already saturated
Profound + Peec + Bluefish + Search Atlas + Semrush AI Visibility Toolkit all racing to SMB tiers at $99-149/mo. A standalone $79/mo WR monitor is just another vendor in a crowded space. Differentiation must be "tied to placement remediation" not just "we score you."
Mitigation · Bundle into Marina ($279/mo Marina + placement-monitor combo) · don't over-invest in the monitor as a standalone SKU.
⚠ Risk 4 · Manufacturer cert customer expectation mismatch is the #1 reputation risk
Customer thinks they're paying WR for Master Elite certification. Pack contract ambiguous · customer demands cert delivery · we can't deliver because GAF/OC are invitation-based multi-year programs.
Mitigation · Sell "Manufacturer Application Support" explicitly, not "certification delivery" · contract clause says WR provides support, customer responsible for qualifying directly with manufacturer · pricing reflects support not delivery.
Section 07

7-Day Action Plan

From the Senior Consensus operator briefing · concrete next-7-day work to ship the MVP-7 Pack.

D1
Mon

Lock the MVP-7 Pack spec doc

Foursquare in, Yelp optional, BBB cert fee off WR books, vertical add-on map per industry.

D2
Tue

Add $1,497 tier + $3,997 combo to WR pricing page

5th rung on the WR ladder · Stripe Embedded Checkout already wired.

D3
Wed

Live Apple BCN setup on fresh WR test business

Document actual 2026-05 friction · update Pack runbook · prove phone-bill path still works.

D4
Thu

Build Wikidata Quickstatements integration

Paid-editor disclosure embedded · supporting-citation pre-creation script · 90-day deletion-survival tracker.

D5
Fri

Pick 3 pilot customers (roofing + dental + towing)

Cross-vertical pilot to validate the 7-platform graph holds outside the Texas roofing slice.

D6
Sat

Build AI-Citation Monitor cron script

OpenAI + Anthropic + Perplexity + Google AI Overview queries · scorecard PDF via Resend · bundle decision: standalone $79 vs Marina $279 combo.

D7
Sun

Update memory + lock decisions

Write reference_wr_placement_pack_2026.md + feedback_drop_angi_from_pack.md · capture pilot-1-3 readiness state.

Section 08

Raw Artifacts

Download the underlying research. Everything on this dashboard is derived from these files.