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cloro

Cloro is a unified API that queries ChatGPT, Perplexity, Gemini, Copilot, Grok, and Google Search simultaneously, returning structured JSON responses with parsed sources, citations, and shopping data.

cloro is an unified API, priced at $30 a month on the Lite plan, integrating with ChatGPT, Perplexity, Gemini and Copilot. InnovaAI rates it 5.6 of 10 for agency resale.

Consider5.6/10

Agency Audit

Cloro is a unified API that queries ChatGPT, Perplexity, Gemini, Copilot, Grok, and Google Search in real-time, returning structured JSON with parsed sources, citations, and shopping data. SEO and AI SEO agencies use it to monitor brand visibility across AI models and track how their clients' content ranks in AI-generated answers. The service handles multi-region queries down to US state level, making it viable for agencies managing localized client campaigns. Resale potential exists for SEO retainers, but white-label options are not documented, so client-facing dashboards will display the cloro brand.

ConsiderNo WLFreemium
Fit

5.6/10

Typical Margin

59%

Time-to-Value

3d about 3 days

Complexity
Low
Consider
Fit56
Visit cloro
Best For
  • You operate an SEO agency and need to demonstrate AI visibility for clients (ChatGPT, Perplexity, Gemini rankings) as part of monthly reporting.
  • Your clients include SaaS or e-commerce brands that need to track how their content appears in AI-generated answers across multiple models.
  • You want to build proprietary AI SEO tools or dashboards and need a single API instead of managing separate integrations with ChatGPT, Perplexity, and Google Search.
Not For
  • Your clients are primarily local service businesses (plumbers, dentists) with no need to track AI search visibility.
  • You require a fully white-labeled client portal with your agency branding; cloro does not offer verified white-label dashboard options.
  • You need HIPAA or FedRAMP compliance; cloro's compliance certifications are not documented in available materials.

Profit Path

Your Cost (USD)

$30/mo

Market Range

$1K–$3K/project

Revenue Model

Hybrid

From 259 published agency rates in the United States, 25th to 75th percentile times 20 h of assumed delivery time. Rates are self-reported directory profiles, not observed transactions.

Platform Features

Core capabilities of cloro

Multi-model AI search monitoring

Query ChatGPT, Perplexity, Gemini, Copilot, and Grok from a single API endpoint. Agencies track where client brands and keywords appear in AI-generated answers across all major models without building separate integrations.

Structured JSON responses with citations

Responses include parsed sources, citations, and shopping blocks extracted from each AI model's output. Agencies use this data to show clients which websites are cited in AI answers and identify citation gaps in their content strategy.

US state-level query targeting

Run queries by country and US state to capture localized AI search results. Agencies serving multi-location clients can demonstrate AI visibility variations across regions in a single monitoring run.

Async requests and webhooks

Automate large-scale AI search scraping with asynchronous requests and webhook callbacks. Agencies can schedule nightly monitoring jobs for dozens of client keywords without blocking API calls.

Google Search and Google News integration

Retrieve structured data from Google Search and Google News results via the same API. Agencies combine traditional SERP tracking with AI search visibility in one unified reporting workflow.

n8n and Zapier compatibility

Connect cloro to workflow automation platforms without custom code. Agencies trigger AI search monitoring on schedules, client requests, or content publication events.

What Makes cloro Different

Unique advantages vs similar tools in this niche

Single API for all major AI search engines

vs Building separate scrapers or using multiple provider APIs

Cloro unifies ChatGPT, Perplexity, Gemini, Copilot, Grok, and Google Search into one consistent API interface.

US state-level targeting for AI search

vs Generic country-level targeting from other SERP APIs

Pass state parameter (e.g. CA) alongside country: US to route requests through a proxy in that state.

Parsed citations and shopping data

vs Raw HTML scraping that requires custom parsing

Returns structured sources with URLs, labels, descriptions, and product cards with prices and ratings.

Latest Updates

Recent releases and improvements for cloro

Changelog

Fix

Stay up to date with the latest cloro API product updates, new features, enhancements, bug fixes, and announcements about our monitoring endpoints. Get live updates of our changelog on your Slack with our RSS fee

Investment ROI Calculator

Value equation analysis for cloro, based on the Hormozi framework

What is the Hormozi framework? A four-factor score: (what the service delivers × how reliably it delivers) divided by (how long it takes × how much effort it requires). A higher Value Multiplier means a better return on the time and money invested: faster, easier, and more proven results.

Value MultiplierExceptional

3.3× value multiple: invest $30/mo and agencies typically charge $1K–$3K/project for the work it powers.

Outcome49
÷
Friction15

Why This Succeeds

Higher is better

Implementation Challenges

Lower is better

Strong ROI. cloro at $30/mo supports market rates of $1K–$3K. Its 3.3× value-equation score weighs client outcome and likelihood against the time and effort to deliver, not cost.

Best if:You operate an SEO agency and need to demonstrate AI visibility for clients (ChatGPT, Perplexity, Gemini rankings) as part of monthly reporting.Your clients include SaaS or e-commerce brands that need to track how their content appears in AI-generated answers across multiple models.You want to build proprietary AI SEO tools or dashboards and need a single API instead of managing separate integrations with ChatGPT, Perplexity, and Google Search.You serve clients across multiple US regions and need state-level query targeting to show localized AI visibility.You use n8n or Zapier for workflow automation and want to trigger AI search monitoring based on client events or schedules.

Pricing

cloro platform cost to your agency

~59% margin

Starts at $30/mo (Lite), scales to $5K/mo (Enterprise 5K)

Free

$0/mo
Free forever
  • 500 credits / month
  • Added monthly
  • 1 concurrent job
  • Community support

Lite

$30/mo
  • 37,500 credits
  • 10 concurrent jobs
  • Unlimited seats
  • Email support

Hobby

$100/mo
  • 250,000 credits
  • 20 concurrent jobs
  • Unlimited seats
  • Email support

Starter

$250/mo
  • 650,000 credits
  • 50 concurrent jobs
  • Unlimited seats
  • Email support

Growth

$500/mo
  • 1,350,000 credits
  • 75 concurrent jobs
  • Unlimited seats
  • Priority email support

Business

$1K/mo
  • 2,800,000 credits
  • 100 concurrent jobs
  • Unlimited seats
  • Priority email support

Enterprise 2K

$2K/mo
  • 5,871,025 credits
  • 135 concurrent jobs
  • Unlimited seats
  • Slack support

Enterprise 3K

$3K/mo
  • 9,306,606 credits
  • 175 concurrent jobs
  • Unlimited seats
  • Slack support

Enterprise 4K

$4K/mo
  • 12,756,261 credits
  • 215 concurrent jobs
  • Unlimited seats
  • Slack support

Enterprise 5K

$5K/mo
  • 16,391,783 credits
  • 255 concurrent jobs
  • Unlimited seats
  • Slack support
Enterprise

Enterprise

Custom
  • Increased concurrency
  • Overages on credits
  • Credit discounts for annual contracts

How usage-based pricing works

cloro charges per consumption unit (per 1k credits (enterprise 4k)). Below are the component rates the vendor publishes. Each row is a separate charge: your total cost combines them based on your configuration and volume. Component rates range from $0.31 per 1k credits (enterprise 4k).

Final agency cost = (sum of selected component rates) × client usage volume. Confirm a usage estimate with each client before quoting.

Component Rates

Cost per unit: total depends on your configuration and volume

Per 1k credits (Enterprise 4K)
$0.31/ 1k credits (Enterprise 4K)
Per 1k credits (Enterprise 5K)
$0.31/ 1k credits (Enterprise 5K)
Per 1k credits (Enterprise 3K)
$0.32/ 1k credits (Enterprise 3K)
Per 1k credits (Enterprise 2K)
$0.34/ 1k credits (Enterprise 2K)
Per 1k credits (Business)
$0.36/ 1k credits (Business)
Per 1k credits (Growth)
$0.37/ 1k credits (Growth)
Per 1k credits (Starter)
$0.39/ 1k credits (Starter)
Per 1k credits (Hobby)
$0.40/ 1k credits (Hobby)
Per 1k credits (Lite)
$0.80/ 1k credits (Lite)

No verified white-label program for cloro: client-facing delivery runs under the platform's native branding.

Market Intelligence

How agencies monetize cloro: real offer economics and market positioning

Service Applications
SEO & ContentReporting & AnalyticsAutomation & IntegrationsReputation & ReviewsAds & Performance
Best For
  • SEO agencies
  • AI SEO specialists
  • Digital marketing agencies
Not Ideal For
  • Agencies without technical API integration skills
  • Agencies focused solely on traditional SEO without AI search interest

Project-Based

ai-tools

Agency charges per-project fee for implementation. Ongoing optimization as optional retainer.

Offer Economics: What You Charge vs. What It Costs

Margin includes platform cost + agency labor at $75/hr.

cloro AI Visibility Starterlocal smb

Local service businesses (dentists, law firms, salons) wanting to know if they appear in ChatGPT or Google AI answers

$2.5K
Tool: $30/mo (2 mo = $60)Labor: 20h setup × $75 = $1.5KMargin: 38%Benchmark: $1K–$3K/project
• Configure cloro API to monitor brand mentions across ChatGPT, Perplexity, and Google Search for 10 target queries• Build a simple dashboard report showing AI visibility scores and competitor gap analysis• Document a monthly snapshot workflow the client can review without technical knowledge• Train client on interpreting AI mention data and recommended next steps
cloro Brand Tracking Suitegrowth smbHIGH MARGIN

Funded startups and regional brands actively investing in SEO and wanting competitive intelligence across AI search engines

$7.5K
Tool: $30/mo (2 mo = $60)Labor: 50h setup × $75 = $3.8KMargin: 49%Benchmark: $2.5K–$7.5K/project
• Integrate cloro API with client's existing analytics stack to pull real-time AI search mention data across 5 AI engines• Build automated competitive benchmarking reports comparing client vs 3 competitors across ChatGPT, Gemini, Perplexity, and Grok• Configure keyword and brand mention alert workflows with weekly digest delivery• Optimize query set and credit usage strategy to maximize signal coverage within plan limits
cloro AI SEO Intelligencemid marketHIGH MARGIN

Mid-market brands with dedicated marketing teams needing structured AI search data to inform content strategy and measure AI share-of-voice

$22K
Tool: $30/mo (2 mo = $60)Labor: 120h setup × $75 = $9KMargin: 59%Benchmark: $6K–$18K/project
• Architect and deploy a custom cloro-powered AI share-of-voice monitoring system covering 50+ tracked queries across all major AI engines• Build a branded client-facing reporting portal surfacing AI visibility trends, mention sentiment, and content gap recommendations• Integrate structured AI search data into client's BI tool or data warehouse via automated pipeline• Document playbook mapping AI visibility findings to actionable content and SEO optimization priorities
cloro Enterprise AI CommandenterpriseHIGH MARGIN

Enterprise brands and Fortune 5000 companies requiring real-time AI search monitoring at scale across product lines, geographies, and competitor sets

$55K
Tool: $30/mo (2 mo = $60)Labor: 280h setup × $75 = $21KMargin: 62%Benchmark: $13K–$39K/project
• Architect a multi-brand, multi-region cloro API integration monitoring 200+ queries across ChatGPT, Perplexity, Gemini, Copilot, Grok, and Google Search• Build executive-grade AI share-of-voice dashboards with drill-down by product line, region, and competitor with automated weekly and monthly reporting• Integrate AI search data streams into enterprise data infrastructure (Snowflake, BigQuery, or equivalent) with schema documentation and governance controls• Set up anomaly detection alerts and a quarterly optimization cadence to refine query coverage, credit allocation, and strategic recommendations

Scale Economics: Based on Starter Offer

Using cloro AI Visibility Starter at $2.5K/client. Platform: $30/mo. Labor: 4h/client × $75/hr.

5 clients
$12.5K
MRR
$11.0K net (88%)
10 clients
$25K
MRR
$22.0K net (88%)
20 clients
$50K
MRR
$44.0K net (88%)

Net = MRR - platform cost - labor (4h/client × $75/hr).

Weighted Avg Margin
59%
Across all offer tiers, incl. labor at $75/hr
Run your agency audit

Investment Decision Framework

Strategic vetting analysis for cloro

Vetting Verdict

Consider

Favorable fit, worth a closer look

Agency Fit(white-label + resell pathway)
56/100
0255075100
Resell Friction(WL + mode + complexity)
60/100
0255075100

Buy If

5
STRATEGIC DRIVER

You use n8n or Zapier for workflow automation and want to trigger AI search monitoring based on client events or schedules.

OPERATIONAL FIT

You operate an SEO agency and need to demonstrate AI visibility for clients (ChatGPT, Perplexity, Gemini rankings) as part of monthly reporting.

OPERATIONAL FIT

Your clients include SaaS or e-commerce brands that need to track how their content appears in AI-generated answers across multiple models.

OPERATIONAL FIT

You want to build proprietary AI SEO tools or dashboards and need a single API instead of managing separate integrations with ChatGPT, Perplexity, and Google Search.

OPERATIONAL FIT

You serve clients across multiple US regions and need state-level query targeting to show localized AI visibility.

Skip If

5
CAUTION

Your clients are primarily local service businesses (plumbers, dentists) with no need to track AI search visibility.

CAUTION

You require a fully white-labeled client portal with your agency branding; cloro does not offer verified white-label dashboard options.

CAUTION

You need HIPAA or FedRAMP compliance; cloro's compliance certifications are not documented in available materials.

CAUTION

Your budget is under 50 dollars per month; the Lite plan at 30 dollars per month includes only 37,500 credits and 10 concurrent jobs, limiting multi-client deployments.

CAUTION

You want to resell without managing API keys and billing; cloro requires direct API integration and per-client credit allocation.

Bottom Line

Cloro is a unified API that queries ChatGPT, Perplexity, Gemini, Copilot, Grok, and Google Search in real-time, returning structured JSON with parsed sources, citations, and shopping data. SEO and AI SEO agencies use it to monitor brand visibility across AI models and track how their clients' content ranks in AI-generated answers. The service handles multi-region queries down to US state level, making it viable for agencies managing localized client campaigns. Resale potential exists for SEO retainers, but white-label options are not documented, so client-facing dashboards will display the cloro brand.

Reality Check

Trade-offs & Gotchas

Cloro's pricing scales with concurrent jobs and monthly credits, so high-volume client monitoring can quickly exceed the Starter plan (250,000 credits/month). Agencies reselling to multiple clients must either absorb overages or pass per-query costs to clients, complicating retainer pricing. No documented white-label dashboard means you cannot present AI search monitoring as a fully branded client tool.

Implementation Reality

Moderate effort: standard configuration with some customization needed

Effort: 3/10Time: 5/10

Academy for cloro

Work through it in order: the course for this service first, then the modules behind it.

Core concepts

The mental model you need to price and scope the work.

  1. Answer Layer DisplacementConcept

    Answer Layer Displacement is the shift in where a client's organic visibility actually gets decided: from a ranked list of ten links to a short set of brands an AI assistant names in a generated answer. The framework asks agencies to treat classic rank tracking as one measurement layer and answer-layer presence as a second, separately sold layer, because the two diverge. Research on the 2027 visibility gap found AI systems recognize brand names but routinely omit them from recommendation lists, so a client can hold page-one rankings and still be absent from the shortlist that drives the inquiry. For agencies this reframes the retainer: keyword research and technical auditing become the input, while shortlist presence becomes the deliverable clients renew against. A practical first move is querying ChatGPT, Perplexity, and Google AI Overviews with a client's core category terms and documenting presence or absence before proposing scope.

  2. Commodity Floor, Judgment CeilingConcept

    Every SEO platform in this category now ships the same core: keyword research, site audits, rank tracking, backlink data, and AI-assisted briefs. SE Ranking bundles audits, rank tracking, and AI visibility monitoring into one subscription, and SEOptimer sells white-label audit PDFs from $29 a month. When the deliverable is a crawl report or a title tag rewrite, the client can price it against that floor. The ceiling sits above the tooling, in work the software cannot decide on its own: which topics build entity authority, how a 4,000-page catalog gets templated without cannibalizing itself, whether a brand that AI models recognize is actually being shortlisted in generated answers. Agencies that sell the floor compete on hourly rate. Agencies that sell the ceiling charge for strategic direction and use the same tools as evidence. The framework asks one question of every SEO offer: is this a task the client could buy from a $29 dashboard, or a judgment call they cannot make without you?

  3. Retainer Renewal Evidence LadderConcept

    Rank tracking is the cheapest evidence an agency can produce and the least persuasive at renewal. The Evidence Ladder ranks SEO proof by how hard it is for a client to replicate in-house: position data sits at the bottom, technical audit findings one rung up, and AI shortlist presence plus entity authority at the top. Each rung costs more delivery judgment to produce, which is exactly why it defends margin. A client can buy a rank tracker for $29/month through SEOptimer or pull positions from SE Ranking; they cannot easily reconstruct why their brand is recognized by ChatGPT but omitted from generated shortlists, a gap documented in the State of Search 2027 findings. Agencies that report only rung-one metrics invite price comparison against tool subscriptions. Those that lead renewals with shortlist audits and topic authority maps sell a retainer the client cannot line-item shop. Build the ladder into every quarterly review, and let the top rung carry the renewal conversation.

Frequently Asked Questions

Answers about pricing, setup, implementation, and more

Cloro is a unified API that scrapes and structures data from ChatGPT, Perplexity, Gemini, Copilot, Grok, Google Search, and Google News in real-time. It returns parsed responses as structured JSON, including sources, citations, and shopping data. Agencies use it to monitor brand mentions and AI visibility, track how client content ranks in AI-generated answers, and build SEO tools that leverage AI search data.

cloro lists 11 plans; the paid ones run from $30 a month (Lite) to $5000 a month (Enterprise 5K). The typical margin on reselling cloro is 59% of the fee, after the platform and labor at $75 an hour.

No verified white-label program is documented. Client-facing surfaces display the cloro brand, so you cannot present AI search monitoring as a fully branded client tool. You can integrate cloro's API into your own dashboards or reports, but the underlying service attribution remains visible.

Yes. Cloro has native API integrations with ChatGPT, Perplexity, Gemini, Copilot, and Grok. Each model is queried through a single cloro endpoint, so you do not need separate API keys or integrations with each provider. Cloro also integrates with n8n and Zapier for workflow automation.

Setup typically takes 15 to 30 minutes once your agency parent account is configured. You generate an API key, define client-specific queries and keywords, and set up monitoring schedules via the dashboard or API. Onboarding time depends on the number of keywords and models you monitor per client.

Cloro works best for SEO agencies, AI SEO specialists, digital marketing agencies, and brand monitoring firms. Specific client verticals include SaaS startups tracking how their product appears in AI answers, e-commerce brands monitoring AI shopping recommendations, and multi-location service businesses checking localized AI visibility across regions.

Yes. All paid plans include unlimited seats, allowing your team to manage multiple client accounts from a single workspace. You allocate credits and concurrent jobs per client based on your plan tier. The Starter plan (250 dollars/month) includes 50 concurrent jobs, sufficient for monitoring 10 to 20 client accounts with multiple keywords each.

Cloro charges overage fees at per-1,000-credit rates that vary by plan tier. For example, the Business plan charges 0.36 dollars per 1,000 credits over the included 2,800,000. Agencies can set hard limits in the dashboard to prevent unexpected charges or upgrade to a higher plan tier for predictable monthly costs.