Agency Vista API alternative: how to export 47K agency profiles when there's no API

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.

If you've landed on this page, you're trying to solve that. Here are the four real ways to get Agency Vista data into a usable format — manual collection, third-party scraping services, building your own scraper, and the pay-per-result Apify Actor — compared on cost, time, and quality.

TL;DR — the four options for exporting Agency Vista data

| Method | Cost (full 47K directory) | Time | Quality | Maintenance | |--------|---------------------------|------|---------|-------------| | Manual export (copy-paste) | $0 + ~800 hours | 4-8 weeks | As good as the researcher | None — you keep what you got | | General-purpose scraping service | $200-$2,000+/month subscription | 1-3 days to onboard | Variable; usually no schema validation | Vendor problem (good vendors), yours (bad ones) | | Build your own scraper | $5,000-15,000 in eng time | 2-4 weeks | Whatever you build | Yours forever | | Agency Vista dataset on Apify ($0.005/record, schema-validated) | $235 for the full directory | ~2 hours | Schema-validated; weekly drift detection | None — publisher's responsibility |

For most buyers, option 4 is dominant on every axis except "I love writing scrapers." This post explains why, and when each of the other options actually wins.

Why Agency Vista doesn't 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.

Option 1: manual export

Open Agency Vista, copy fields into a spreadsheet, repeat. 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 for one researcher.
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 and need detailed notes you couldn't get from a structured export. For anything bigger, the labor cost dwarfs every alternative.

Option 2: 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. The service runs the scraper, but most don't validate the output against a schema. Bad records show up in your dataset and you find out three weeks later.
Catch: you're paying $200+/month even when you don't run jobs. The pricing is optimized for buyers who scrape continuously.

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.

Option 3: build your 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 at this point: 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 and how thorough the validation/drift handling is.
Time: 2-4 weeks to MVP, then ongoing maintenance.
Quality: as good as the engineer made it. Schema validation is optional but should be mandatory — without it, silent failures will eat your data quality six months in.
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.

Option 4: the Agency Vista dataset on Apify ($0.005/record, schema-validated)

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. Sample dataset is publicly browseable before you commit a dollar.
Maintenance: publisher's responsibility. Weekly drift detection, source code is the canonical reference.

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 do you get?

Each Agency Vista record extracted by the dataset includes:

agencyName, slug, description — full agency identity
website, email, phone — public contact data when listed
services — array of service categories (SEO, paid media, content, branding, etc.)
industries — array of industry verticals
location — parsed object with city, region, country, plus the raw string
teamSize — parsed object with min/max plus raw string
rating — aggregate rating value + review count
socialLinks — LinkedIn, Facebook, Instagram, X URLs
badges, verified, claimed — Agency Vista's own quality signals
clients — public client list when the agency has published one
searchContext — the search axis used to find this record (services, location, etc.)
scrapedAt — ISO 8601 timestamp

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

How the dataset stays 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. If anything fails, an issue is opened 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, you're dataset starts rotting the day you take delivery.

A 2-minute starter run

Want to try it before you commit?

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 you're happy, scale up.

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

Agency Vista doesn't have an API, but it has 47,000+ marketing agency profiles you can have in your warehouse this afternoon. The dataset page has the full schema, sample data, and a one-click run.