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. Unlike direct LLM API integrations, which require separate connections to each provider and return unpredictable token costs, cloro consolidates all queries into one endpoint with fixed monthly pricing and supports US state-level targeting for localized results. Agencies use it to monitor brand visibility across AI models, track AI search rankings for client keywords, and build proprietary SEO tools that surface AI answer data. The service handles async requests and webhooks, integrating with n8n and Zapier for automated monitoring workflows. Best suited for SEO agencies, AI SEO specialists, and digital marketing firms serving SaaS, e-commerce, and multi-location clients.
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.
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.
5.6/10
59%
3d about 3 days
- 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.
- 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
$30/mo
$1K–$3K/project
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 APIsCloro 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 APIsPass 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 parsingReturns structured sources with URLs, labels, descriptions, and product cards with prices and ratings.
Latest Updates
Recent releases and improvements for cloro
Changelog
FixStay 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.
3.3× value multiple: invest $30/mo and agencies typically charge $1K–$3K/project for the work it powers.
Why This Succeeds
Higher is betterClient Results Potential
What your clients actually get
Meaningful improvements: delivers clear, demonstrable value to clients
Track your brand and your competitors across global SERPs, with low latency.
Reliability Score
How consistently this delivers results
Reliable with proper setup: most agencies see consistent delivery
Used by the top SEO and AI SEO companies
Implementation Challenges
Lower is betterTime to First Revenue
How long until you can start earning
Standard ramp-up: accelerate to 1 day with Academy SOPs
Expect a few days from signup to first client delivery
Setup Effort
What it takes to get running
Near-turnkey: minimal setup before you can sell
Moderate effort: standard configuration with some customization needed
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.
Pricing
cloro platform cost to your agency
Starts at $30/mo (Lite), scales to $5K/mo (Enterprise 5K)
Free
- 500 credits / month
- Added monthly
- 1 concurrent job
- Community support
Lite
- 37,500 credits
- 10 concurrent jobs
- Unlimited seats
- Email support
Hobby
- 250,000 credits
- 20 concurrent jobs
- Unlimited seats
- Email support
Starter
- 650,000 credits
- 50 concurrent jobs
- Unlimited seats
- Email support
Growth
- 1,350,000 credits
- 75 concurrent jobs
- Unlimited seats
- Priority email support
Business
- 2,800,000 credits
- 100 concurrent jobs
- Unlimited seats
- Priority email support
Enterprise 2K
- 5,871,025 credits
- 135 concurrent jobs
- Unlimited seats
- Slack support
Enterprise 3K
- 9,306,606 credits
- 175 concurrent jobs
- Unlimited seats
- Slack support
Enterprise 4K
- 12,756,261 credits
- 215 concurrent jobs
- Unlimited seats
- Slack support
Enterprise 5K
- 16,391,783 credits
- 255 concurrent jobs
- Unlimited seats
- Slack support
Enterprise
- 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
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
- SEO agencies
- AI SEO specialists
- Digital marketing agencies
- Agencies without technical API integration skills
- Agencies focused solely on traditional SEO without AI search interest
Project-Based
ai-toolsAgency 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.
Local service businesses (dentists, law firms, salons) wanting to know if they appear in ChatGPT or Google AI answers
Funded startups and regional brands actively investing in SEO and wanting competitive intelligence across AI search engines
Mid-market brands with dedicated marketing teams needing structured AI search data to inform content strategy and measure AI share-of-voice
Enterprise brands and Fortune 5000 companies requiring real-time AI search monitoring at scale across product lines, geographies, and competitor sets
Scale Economics: Based on Starter Offer
Using cloro AI Visibility Starter at $2.5K/client. Platform: $30/mo. Labor: 4h/client × $75/hr.
Net = MRR - platform cost - labor (4h/client × $75/hr).
Investment Decision Framework
Strategic vetting analysis for cloro
Consider
Favorable fit, worth a closer look
Buy If
5You use n8n or Zapier for workflow automation and want to trigger AI search monitoring based on client events or schedules.
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.
Skip If
5Your 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.
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.
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
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.
Moderate effort: standard configuration with some customization needed
Academy for cloro
Work through it in order: the course for this service first, then the modules behind it.
No Academy modules are published for this service yet. Browse the full Academy
Why this category matters
The commercial case before the tooling.
Core concepts
The mental model you need to price and scope the work.
- 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.
- 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?
- 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.
Decision and risk
How to judge the fit, and the ways it goes wrong.
- SEO Tools Rule: Price the Strategy Layer Before the Seat CountEvaluation Rule
Treat SEO software as a cost of goods that compresses margin, and reprice the retainer around strategy, entity authority, and AI-answer visibility that no seat license produces on its own.
- When AI Answers Skip Your Client, Sell Shortlist Presence Not RankingsEvaluation Rule
Rebuild the retainer around documented shortlist presence in AI answers, and treat rank tracking as supporting evidence rather than the deliverable.
- SEO Tools & Services Decision: Resell Fulfillment vs Sell Strategy RetainerDecision Framework
IF a client's organic need is coverage (rankings, audits, link volume) and the account cannot support a strategist's hours, THEN resell white-label fulfillment and price the retainer against delivery cost, not outcome. IF the client's category is contested by AI answers, has a large catalog, or carries entity-level authority goals, THEN sell a strategy retainer where tooling is an input and the billable unit is judgment. The frame is not which platform wins; it is whether the agency is selling execution capacity or the decisions that direct it.
- The Deliverable-Volume Trap: Why SEO Retainers Stall When Agencies Sell Output Instead of JudgmentFailure Pattern
- The Rank-Report Trap: Why SEO Retainers Collapse When Agencies Sell Positions Instead of PipelineFailure Pattern
Delivery system
Blueprints and procedures for running it as a service.
- Organic Search Retainer Rebuild (10-15 days)Implementation Blueprint
Rebuilds a stalled SEO retainer around AI answer visibility, programmatic page templates, and entity authority so the agency sells strategy and production instead of title-tag tweaks. Deliverable is a re-scoped offer with new pricing, reporting, and a 90-day production calendar.
- AI Shortlist Baseline Audit (Onboarding)Operating Procedure
- AI Answer Surface Baseline (Onboarding)Operating Procedure
- Rank-to-Revenue Attribution Handoff (Handoff)Operating Procedure
13 modules selected for cloro
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.