Does Agency Vista have an API? (And how to export 47K agency profiles without one)

Agency Vista does not have a public API. There is no api.agencyvista.com endpoint, no developer portal, and no documented way for buyers to export the directory's 47,000+ marketing agency profiles in bulk. The fastest alternative is the Agency Vista dataset on Apify — pay-per-result extraction at $0.005 per validated agency profile, delivered as JSON or CSV in roughly 30 minutes.

This post explains why Agency Vista doesn't ship an API, walks through the four real ways to export the data anyway, and shows the unit economics for a full 47K-record pull.

Why doesn't Agency Vista have an API?

Agency Vista is a marketplace for marketing agencies and the brands that hire them. Their business model depends on agencies coming to their site, claiming profiles, and paying for promoted listings. A public API would let anyone replicate the directory and bypass the marketplace.

So they don't ship one. The data is fully visible in the public web pages — every agency has a /agency/[slug]/summary URL with full profile data — but there is no programmatic access for buyers.

This is the rule, not the exception. Most directory sites in 2026 do not offer APIs. The data is public, but accessing it at scale requires extraction, not integration.

What are the four ways to export Agency Vista data?

Method	Cost (full 47K directory)	Time	Quality	Maintenance
Manual export (copy-paste)	$0 + ~800 hours	4-8 weeks	Variable	None
General-purpose scraping service	$200-$2,000+/month	1-3 days to onboard	Variable; usually no schema validation	Vendor problem
Build your own scraper	$5,000-$15,000 in eng time	2-4 weeks	Whatever you build	Yours forever
Agency Vista dataset on Apify	$235	~2 hours	Schema-validated	Publisher's responsibility

For most buyers, the published Apify Actor wins on every axis except "I love writing scrapers." This post explains why, and when each of the other options actually wins.

When is manual export the right choice?

Manual export is opening Agency Vista, copying fields into a spreadsheet, and repeating. Free in money, expensive in time.

Cost: $0 in tooling. ~1 minute per agency at minimum, so 800+ hours for the full 47K directory.
Time: 4-8 weeks of full-time labor.
Quality: depends on the researcher. Subject to fatigue errors after the first ~200 agencies.

Manual collection works for under 100 agencies when you're being highly selective. For anything bigger, the labor cost dwarfs every alternative.

Should I use a general-purpose scraping service?

Companies like Bright Data, Oxylabs, and ParseHub offer general-purpose scraping infrastructure — proxies, headless browsers, and managed extraction.

Cost: $200-$2,000+/month subscription, often with a setup fee or annual commitment.
Time: 1-3 days to onboard, configure selectors, and validate output.
Quality: highly variable. Most don't validate the output against a schema.

This option wins when you need a scraping platform that covers many sites, not just Agency Vista. If Agency Vista is a one-off, you're over-paying.

Should I build my own Agency Vista scraper?

If you have an engineer comfortable with Crawlee, Cheerio, or Playwright, you can build a scraper yourself. The mechanic is well-documented: Agency Vista is a Next.js application that embeds full agency data as serialized JSON in the __NEXT_DATA__ script tag on every page. You don't need a headless browser; a CheerioCrawler and a JSON parse give you 95% of the work.

Cost: ~2-4 weeks of engineering time. $5,000-$15,000+ depending on hourly rate.
Time: 2-4 weeks to MVP, then ongoing maintenance.
Maintenance: yours forever. When Agency Vista ships a Next.js refactor, your scraper breaks until you fix it.

Building your own wins when (a) you have engineering capacity, (b) you need data nobody else extracts, and (c) you're willing to own maintenance. For Agency Vista specifically — where the public Apify Actor exists at $0.005/record — build-your-own is rarely the math.

What does the Apify-based Agency Vista dataset actually cost?

The Agency Vista dataset is a published Apify Actor that extracts the full directory on demand. Pay-per-result pricing — you're charged only for records that pass schema validation.

Cost: $0.005 per validated agency profile. 5K agencies = $25. 47K (the full directory) = $235.
Time: 30 minutes for 5K. ~2 hours for the full directory.
Quality: every record is validated against a Zod schema before billing. Validation pass rate sits at 99%+; records that fail are dropped and never charged.
Output: JSON, CSV, or HTML preview.

The unit economics break down as follows for a full 47K-record export:

Method	Estimated total cost	Time-to-data
Manual export	$20,000+ in labor	4-8 weeks
Build your own	$5,000-$15,000 + ongoing maint.	2-4 weeks
General scraping service (1 month)	$200-$2,000	1-3 days
Agency Vista dataset on Apify	$235	~2 hours

For one-shot pulls, the Apify Actor is 20-100× cheaper and 10-100× faster.

What fields does the dataset include?

Each Agency Vista record extracted by the dataset includes:

agencyName, slug, description
website, email, phone (when public)
services — array of service categories
industries — array of industry verticals
location — parsed object with city, region, country
teamSize — parsed object with min/max
rating — aggregate value + review count
socialLinks — LinkedIn, Facebook, Instagram, X URLs
badges, verified, claimed — Agency Vista's own quality signals
clients — public client list when published
scrapedAt — ISO 8601 timestamp

JSON, CSV, or HTML preview. Drop straight into a CRM, BI tool, or partner-ecosystem map.

How does the dataset stay clean over time?

A scraped dataset is only useful if it stays fresh and structurally consistent. The Agency Vista Actor ships with three guarantees:

Schema validation on every record. Zod schema enforces field-level types and constraints. Records that fail validation are dropped — you don't pay for malformed data.
Weekly drift detection. A separate scheduled Actor runs the main scraper against a fixed seed of known-good agency URLs and asserts expected fields are present. Failures open an issue and the extractor is patched before buyers notice.
Deterministic extraction. No headless browser, no LLM-based field guessing. The scraper reads __NEXT_DATA__ and parses JSON. Same input, same output, every run.

These are not optional in 2026. Directory sites ship UI changes weekly; without a drift system, your dataset starts rotting the day you take delivery.

How do I run a 100-record test before committing?

Visit the Agency Vista dataset page.
Click "Run on Apify" — opens the Actor on Apify's platform.
Set maxItems: 100 for a $0.50 sanity-check run.
Inspect the output (JSON, CSV, or HTML preview).
If the schema fits your downstream system, scale up.

The full 47K-record export is 2 hours and $235 away. A targeted 5K run is 30 minutes and $25.

Frequently asked questions

Does Agency Vista have an official partnership or affiliate program for data access?

No. As of May 2026, Agency Vista does not offer an official data licensing program, partnership tier, or bulk-export option. The Apify Actor extracts only public profile data that any visitor can see in a browser.

Is scraping Agency Vista legal?

Scraping publicly-accessible data is generally legal in the US under hiQ Labs v. LinkedIn and similar rulings. Agency Vista's profile data is publicly visible without login or paywall. The Apify Actor extracts only public fields and respects rate limits and robots.txt.

How accurate is the data?

The data is as accurate as Agency Vista itself — the Actor extracts whatever the agency has published. The Zod schema enforces structural correctness (e.g., rating.value is a number, services is an array of strings) but cannot verify factual claims like "we have 50 employees".