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Updated October 2026

SurfacedBy vs Brandlight AI

Self-serve AI visibility from $29/mo against a Fortune 500 platform that quotes on a sales call. Two very different products for very different audiences.

SurfacedByvsBrandlight AI
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The Quick Verdict

Brandlight AI and SurfacedBy sell to opposite ends of the market. Brandlight is an enterprise platform for Fortune 500 CMOs, backed by $36M and used by brands like Kimberly-Clark and Estee Lauder. It publishes no pricing and requires a sales call; a paid pilot is reported to start evaluation, and its own site lists revenue attribution as coming soon. Its edge is breadth: AI ad measurement, SKU-level commerce, persona filters, sub-brand roll-ups, and SOC 2 Type II. SurfacedBy starts at $29/mo with published pricing, self-serve signup and results in a few minutes, and it goes further on the half that changes outcomes: it drafts the content, the community replies and the publisher pitches, then measures the revenue AI actually delivered. If you need AI ad intelligence, product-level tracking or a procurement-ready compliance posture, Brandlight is built for that. If you need to know what to do next and have it done, SurfacedBy is.

Feature Comparison

How the two platforms compare across monitoring, analytics, pricing, and enterprise features.

SurfacedByBrandlight AI

Monitoring

AI platforms monitored

4 included by tier; Claude, Grok, and DeepSeek as add-ons11 (vendor count); full list not published

Claude tracking

Paid add-on

Google AI Mode

Professional+

Check frequency

Daily Check + Full CheckNot published

Sampling and scoring method published

Analytics & Insights

AI Visibility Score

Sentiment Analysis

Per-answer, plus brand themesHeadline sentiment score

AI Ads intelligence

Commerce / AI Shelf (SKU tracking)

Sub-brand and product-line breakdowns

Persona segmentation

AI Content Readiness Score

Google Search Console reconciliation

Ranking but not cited, and the reverse

Read actual AI responses

Executive Brief

Bi-weekly executive report (managed program)

Weekly Action Brief

Not documented

Acting on the data

Recommendations

21 types with action stepsPrioritised recommendations

Drafts the content

Drafts community replies (Reddit, X, LinkedIn)

Drafts publisher outreach

Revenue attribution from AI

Live: visitors, conversions, revenue by platformAnnounced, not shipped

Pricing & Access

Starting price

$29/moNot published

Self-serve signup

Sales/demo required

Free AI visibility check

30 real checks, 3 platforms

Free trial

7 daysNone; a paid pilot is reported

Time to first data

a few minutesAbout two months to implement (G2)

Public API

Not published

Enterprise Features

SOC 2 compliance

Type II

SSO

Role-based access

4 workspace roles, server-enforced

Multi-country monitoring

38 markets

Named strategist / white-glove support

GSC + GA4 integration

GSC + GA4Not published

Pricing Comparison

SurfacedBy starts at $29/mo, published. Brandlight publishes nothing, so every figure on their side is a third-party estimate.

S

SurfacedBy

Self-serve, transparent pricing

Starter
$29/mo

1 domain , 15 prompts , 3 platforms (ChatGPT, Perplexity, Gemini) , Daily Check + Full Check

Professional
$99/mo

5 domains , 100 prompts , 4 AI platforms (adds Google AI Mode) + AI Overviews , Content, community + outreach

Agency
$299/mo

10 fully monitored domains , 350 prompts , 4 AI platforms + AI Overviews , Command center + read/write API

Every plan starts with a 7-day trial. Free AI visibility check with 30 real AI answers across ChatGPT, Perplexity, and Gemini. Run a free check.

B

Brandlight AI

Enterprise, sales-led pricing

Entry
~$199/mo (reported)

Third-party estimate , Not confirmed by Brandlight

Activation
~$750/mo (reported)

Multi-brand, alerts, benchmarking , Setup fee reported on top

Enterprise
~$4,000 - $15,000+/mo (reported)

All modules, SOC 2 Type II , Paid pilot reported to start , Sales call required

Every price above is reported by third parties, not by Brandlight. Sales call required, no free trial. $36M raised, serves Fortune 500 brands.

SurfacedBy publishes what you pay: $29/mo to start, no sales call, no pilot fee.

Where SurfacedBy leads

Published Pricing

Start at $29/mo and see exactly what you pay before signing up. No sales call, no enterprise contract, no pilot to find out the price.

Results in Minutes

Self-serve signup with a free AI visibility check that returns real data straight away. G2 data puts Brandlight implementation at about two months.

The Work Gets Done

We draft the content, the community replies for Reddit, X and LinkedIn, and the publisher pitches, each held for your approval. Brandlight pairs recommendations with a managed strategist team rather than in-product drafts.

Where Brandlight AI leads

Enterprise Governance

SOC 2 Type II, GDPR, and a bi-weekly executive report, with a named strategist and white-glove onboarding. Multi-region, multi-lingual deployment across a brand portfolio.

AI Ads & Commerce Intelligence

An AI Ads module for measuring paid placements inside AI answers, plus Agentic Commerce for SKU-level product visibility across retailers. Neither exists in SurfacedBy.

Which one should you choose?

Choose SurfacedBy if...

  • You want published pricing from $29/mo, not a sales quote
  • You prefer self-serve signup over an enterprise sales process
  • You want results in a few minutes, not two months of implementation
  • You want the work drafted for you, not just recommended
  • You need to prove AI search drove revenue today
  • You are a startup, SaaS company, growing brand, or an agency running several client brands

Choose Brandlight AI if...

  • You need to measure paid ad placements inside AI answers
  • You need SKU-level commerce tracking across retailers
  • You need sub-brand and multi-region portfolio roll-ups
  • You need SOC 2 Type II, SSO and a procurement-ready vendor
  • You want persona-level segmentation on every report
  • You want a named strategist and white-glove onboarding
  • You are a Fortune 500 brand with an enterprise AI visibility budget

SurfacedBy is our own product. We've done our best to represent competitors accurately based on their public pricing pages and documentation, each checked on the date shown on its page and all of them since October 2026. We encourage you to try each tool yourself. Pricing and features may have changed since publication.

Frequently Asked Questions

How much does Brandlight AI cost?
Brandlight publishes no pricing at all: their pricing page returns a 404 and every plan requires a sales call. Third-party trackers report roughly $199/mo at entry and $4,000 to $15,000+/mo for enterprise contracts, but none of those figures come from Brandlight, so treat them as estimates. There is no free trial, and a paid pilot is reported to start evaluation. SurfacedBy starts at $29/mo with published pricing and self-serve signup.
Is Brandlight a competitor to SurfacedBy?
Brandlight operates in a different market segment. They target Fortune 500 CMOs and holding-company agencies with SOC 2 Type II, SSO, AI ad measurement, and SKU-level commerce tracking. SurfacedBy is designed for startups, SaaS companies, growing brands, and agencies running several client brands. Both track AI visibility, but for very different audiences.
What does Brandlight offer that SurfacedBy doesn't?
Brandlight measures paid ad placements inside AI answers, tracks product and SKU-level visibility across retailers, breaks a parent brand down into sub-brands and regions, segments every report by persona, analyses raw server logs, and carries SOC 2 Type II with SSO and a named strategist per account. Those are the enterprise features SurfacedBy does not offer today.
What does SurfacedBy offer that Brandlight doesn't?
SurfacedBy measures the revenue AI search actually drove, by platform, which Brandlight still lists as coming soon on its own site. It also drafts the work rather than only recommending it: content, community replies for Reddit, X and LinkedIn, and publisher outreach, each held for your approval. Add Google Search Console reconciliation, published sampling and scoring methods, a public API, a free AI visibility check, and self-serve access at $29/mo.
Which AI platforms does Brandlight track?
Brandlight says it runs persona-modeled queries across 11 AI engines, with a 12th coming soon, but does not publish the full list. ChatGPT, Gemini, Claude, Perplexity, Copilot, Grok and Google AI are named on its site. Their sampling method and scoring formulas are not published either, so per-engine depth cannot be verified from outside.

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ChatGPTPerplexityGeminiClaudeGoogle AI ModeGrokDeepSeek
Monitoring across up to 7 AI platforms
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