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Every decision AutoReach’s agent makes is stored — the question it asked itself, the reasoning it wrote, whether it followed or deviated. No black box. This is an anonymized live feed from production.

20,011

Decisions recorded

2,711

Times the agent deviated

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 2 Shepherdess Walk, London N1 7LB, UK - Business types: pub, bar, point_of_interest, establishment - Rating: 4.6 - Website: [link] Workflow: searching "Independent resta

Agent reasoning

Not worth scanning (confidence 9/10): High existing rating (4.6) suggests established online presence, Professional website URL with active marketing UTM parameters indicates sophisticated digital strategy already in place, Located in Hoxton (trendy London area) - likely already premium-positioned, Named establishment in high-visibility area suggests strong brand recognition, Business model mismatch: target is 'weak online presence' - this lead shows signs of strong presence

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 7 Cosmo Pl, London WC1N 3AP, UK - Business types: pub, bar, restaurant, food, point_of_interest, establishment - Rating: 4.6 - Website: [link] business]?utm_source=g_plac

Agent reasoning

Not worth scanning (confidence 9/10): Part of Greene King chain - large corporate hospitality group, not independent, Already has professional online presence through Greene King's corporate website, Target workflow seeks 'independent' venues; this is chain-operated, Decision-making likely centralized at corporate level, not local management, Corporate chain unlikely to need independent web design services

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 1 Ely Ct, Ely Pl, London EC1N 6SJ, UK - Business types: pub, bar, point_of_interest, establishment - Rating: 4.7 - Website: [link] Workflow: searching "Independent resta

Agent reasoning

Not worth scanning (confidence 9/10): Established historic pub with strong brand recognition - unlikely to be a growth-focused prospect, 4.7 rating indicates solid existing online presence and customer satisfaction, High-traffic London location (Holborn) suggests already successful without digital overhaul, Historic pubs typically prioritize authenticity over 'premium modern' web design, Target workflow seeks 'weak online presence' - this establishment clearly has strong market position

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 29 Watling St, Greater, London EC4M 9BR, UK - Business types: pub, bar, point_of_interest, establishment - Rating: 4.6 - Website: [link] Workflow: searching "Independent

Agent reasoning

Not worth scanning (confidence 9/10): Not an independent venue - part of Nicholson's Pubs chain (corporate-owned), Website already exists and appears professionally managed (Nicholson's Pubs portfolio site), Search criteria specifically targets independent restaurants/pubs - this is a chain establishment, Chain venues typically have centralized digital management - unlikely to be decision-makers for website changes, High rating (4.6) suggests established online presence already

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 33 Rose St, London WC2E 9EB, UK - Business types: pub, bar, point_of_interest, establishment - Rating: 4.5 - Website: [link] Workflow: searching "Independent restaurants

Agent reasoning

Not worth scanning (confidence 9/10): Established iconic London pub with strong brand recognition - unlikely to be seeking website overhaul, High rating (4.5) suggests existing strong online reputation and customer satisfaction, Tourist destination with proven foot traffic - less dependent on digital presence for customer acquisition, Likely already has professional web presence given prominence and visitor volume, Historic venue (est. 1772) with entrenched positioning - resistant to 'premium modern' branding repositioning, Covent Garden location suggests sufficient organic walk-in traffic to justify current digital investment level

RefineScan assessmentDeviated24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 23 Francis St, London SW1P 1DN, UK - Business types: pub, bar, point_of_interest, establishment - Rating: 4.2 - Website: [link] Workflow: searching "Independent restaura

Agent reasoning

Proceeding with scan — Website quality and mobile responsiveness, Online booking/reservation capabilities, Digital menu presence, Visual branding and design modernization, Customer engagement features

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 91-92 Strand, London WC2R 0DW, UK - Business types: pub, bar, point_of_interest, establishment - Rating: 4.4 - Website: [link] Workflow: searching "Independent restauran

Agent reasoning

Not worth scanning (confidence 9/10): Part of Nicholson's Pubs chain - not independent, URL structure indicates corporate multi-venue management, Chain establishment unlikely to need independent digital branding services, Marketing decisions likely centralized at corporate level, Not aligned with target market of independent/growing brands

RefineScan assessmentDeviated24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 71 Palace Gardens Terrace, London W8 4RU, UK - Business types: pub, bar, point_of_interest, establishment - Rating: 4.5 - Website: [link] Workflow: searching "Independen

Agent reasoning

Proceeding with scan — Current website quality and mobile responsiveness, Online booking/reservation system presence, Digital menu availability, Visual branding and design modernity, Customer review management, Social media integration

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: Colechurch House, Bridge Walk, London SE1 2SX, UK - Business types: cocktail_bar, wine_bar, hamburger_restaurant, beer_garden, bar_and_grill, brunch_restaurant, american_

Agent reasoning

Not worth scanning (confidence 9/10): Strong existing online presence - established rooftop bar with professional website already in place, High Google rating (4.1) suggests satisfied customers and effective current operations, Premium venue positioning already evident - likely has sophisticated branding in place, Established brand with multiple business type categories indicates mature operation, Target workflow seeks 'weak online presence' - this lead does not match that criteria, High-end rooftop venue with professional website unlikely to be receptive to overhaul pitch

RefineScan assessmentDeviated24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 31 Marchmont St, Greater, London WC1N 1AP, UK - Business types: pub, british_restaurant, bar, restaurant, food, point_of_interest, establishment - Rating: 4.6 - Website:

Agent reasoning

Proceeding with scan — Website design quality and mobile responsiveness, Online booking/reservation system presence, Digital menu implementation, Visual branding and photography quality, Customer experience features, Local SEO optimization

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 1 Portman Mews S, London W1H 6HP, UK - Business types: pub, bar, restaurant, food, point_of_interest, establishment - Rating: 4.4 - Website: [link] Workflow: searching "

Agent reasoning

Not worth scanning (confidence 9/10): Part of Greene King chain - not independent operator, Chain venue with centralized digital management, Already has professional online presence through parent company, Decision-making likely at corporate level, not venue level, Website is templated Greene King page, not independent site

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 40 The Market, London WC2E 8RF, UK - Business types: pub, bar, restaurant, food, point_of_interest, establishment - Rating: 4.3 - Website: [link] Workflow: searching "In

Agent reasoning

Not worth scanning (confidence 9/10): Chain pub - owned by Greene King (major UK pub operator), not independent, Website is corporate chain property page, not independent business site, Target workflow specifically seeks 'independent' restaurants/pubs - this directly conflicts, Chain establishments unlikely to need or purchase independent web design services, Decision-making happens at corporate HQ, not venue level

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 48 Parliament St, London SW1A 2NH, UK - Business types: pub, bar, restaurant, food, point_of_interest, establishment - Rating: 4.2 - Website: [link] Workflow: searching

Agent reasoning

Not worth scanning (confidence 9/10): Already has professional website with utm parameters indicating active marketing/GMB optimization, Established venue (4.2 rating) suggests existing online presence infrastructure, Parliament Street location indicates well-known, likely well-resourced establishment, Website URL structure suggests existing digital marketing sophistication, Not matching 'weak online presence' search criteria

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 10-12 Bear St, Greater, London WC2H 7AX, UK - Business types: pub, bar, point_of_interest, establishment - Rating: 4.4 - Website: [link] Workflow: searching "Independent

Agent reasoning

Not worth scanning (confidence 9/10): Part of Nicholsons Pubs chain - not independent, Already has established online presence through parent company domain, Chain venue unlikely to have autonomy for web redesign decisions, Search criteria explicitly targets independent businesses

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 351 Strand, Greater, London WC2R 0HS, UK - Business types: pub, bar, point_of_interest, establishment - Rating: 4.4 - Website: [link] Workflow: searching "Independent re

Agent reasoning

Not worth scanning (confidence 9/10): Part of established chain (Nicholsons Pubs) - not independent, Already has professional web presence through chain website, Chain establishments typically have centralized digital strategy, Low likelihood of independent decision-making authority, Target profile specifies 'independent and growing' brands

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 21-22 Maiden Ln, London WC2E 7NA, UK - Business types: irish_pub, pub, bar, restaurant, food, point_of_interest, establishment - Rating: 4.4 - Website: [link] Workflow:

Agent reasoning

Not worth scanning (confidence 9/10): Established venue with professional website already in place, High rating (4.4) suggests strong reputation and likely existing digital presence, Maiden Lane location indicates prime central London spot - likely well-resourced, Irish pub chain/brand - typically has corporate support and established web infrastructure, Not matching 'weak online presence' search criteria

RefineScan assessmentDeviated24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 12 Gate St, London WC2A 3HP, UK - Business types: pub, breakfast_restaurant, british_restaurant, bar, restaurant, food, point_of_interest, service, establishment - Rating

Agent reasoning

Proceeding with scan — website_design_quality, mobile_responsiveness, online_booking_system, digital_menu_presence, visual_branding, user_experience

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 37 Whitehall, London SW1A 2BX, UK - Business types: pub, bar, point_of_interest, establishment - Rating: 4.7 - Website: [link] Workflow: searching "Independent restauran

Agent reasoning

Not worth scanning (confidence 8/10): Established venue with strong 4.7 rating indicates existing market presence and reputation, Located at prestigious Whitehall address suggests established, well-resourced business, Likely has existing professional web presence given high rating and prime London location, Not matching search criteria of 'weak online presence' - high ratings typically correlate with adequate digital presence, Historic pub category suggests traditional business model, may have lower digital marketing priorities

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 47 Chandos Pl, London WC2N 4HS, UK - Business types: pub, bar, restaurant, food, point_of_interest, establishment - Rating: 4.6 - Website: [link] Workflow: searching "In

Agent reasoning

Not worth scanning (confidence 9/10): Established venue with strong 4.6 rating - likely already has professional online presence, Located in prime Covent Garden tourist area - suggests established, well-resourced business, Website URL present and appears functional with proper UTM tracking, Business name and Google presence indicate maturity and existing digital investment, Does not match target profile of 'weak online presence' venues

RefineScan assessmentFollowed24d ago

Agent asked itself

Before scanning this lead's website, assess if it's worth the credits. Lead: - Name: [a business] - Address: 119 Kensington Church St, London W8 7LN, UK - Business types: pub, thai_restaurant, bar, restaurant, food, point_of_interest, establishment - Rating: 4.5 - Website: [link

Agent reasoning

Not worth scanning (confidence 9/10): Established venue with strong online presence - high-end website already in place, 4.5 rating indicates solid reputation and customer satisfaction, Likely already has professional digital marketing given venue prominence in Kensington, Not a weak online presence prospect - contradicts search criteria, Premium positioning already evident from website URL structure and Google My Business optimization

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