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Capterra reviews scraper (Apify Actor)

Scrapes Capterra product review pages (including behind Cloudflare) using SeleniumBase UC, Playwright over CDP, and a residential proxy. Each review is pushed to the default dataset; a summary is stored under the key OUTPUT in the default key-value store. The same run still writes a timestamped JSON file under DATA_DIR (see .env.example).

Requirements

• Proxy: set PROXY_USER and PROXY_PASSWORD (or PROXY_PASS), or enable Apify Proxy on the Actor so APIFY_PROXY_PASSWORD is injected (with PROXY_PROVIDER=apify, an empty PROXY_USER defaults to groups-RESIDENTIAL in code).
• Memory: browser automation is heavy; this repo sets default 4096 MB / min 2048 MB in .actor/actor.json (adjust if runs OOM).

Input

Default local input for apify run: storage/key_value_stores/default/INPUT.json.

Run

Use a virtualenv inside this repo so dependencies match Docker (requirements.txt):

cd /path/to/capterra-scraper
python3 -m venv .venv
.venv/bin/pip install-r requirements.txt

Apify CLI uses $VIRTUAL_ENV/bin/python3 when set, otherwise ./.venv/bin/python3, otherwise which python3 (so a parent venv left on PATH still wins). Use the wrapper so only this repo’s .venv is used (it must exist; see above):

$./scripts/apify-run.sh

If nothing else is activated and ./.venv exists, plain apify run is usually enough. Otherwise: env -u VIRTUAL_ENV PATH="$PWD/.venv/bin:$PATH" apify run

Without Apify (Docker / plain Python):

$python src/main.py

After apify run, results are under storage/: default dataset items in storage/datasets/<id>/ (one JSON per push_data row), and OUTPUT in storage/key_value_stores/default/OUTPUT.json (reviewCount, reviewsUrls, and reviewsUrl as the first URL for backward compatibility). In Apify Console, the same appears on the run’s Dataset and Key-value store tabs.

Docker image entrypoint is unchanged: Xvfb + python src/main.py.

Deploy

From this directory (with Apify CLI logged in):

$apify push

Configure Actor → Settings → Environment variables (or secrets) for proxy credentials; see .env.example for variable names.

Troubleshooting apify run

• ModuleNotFoundError: No module named 'apify' — The CLI uses $VIRTUAL_ENV/bin/python3 when your shell has any venv activated, which may be a parent repo (see the Run: line). Fix: ./scripts/apify-run.sh, or deactivate then apify run, or env -u VIRTUAL_ENV apify run after installing into ./.venv with pip install -r requirements.txt.
• TypeError: cannot specify both default and default_factory when importing apify — Your environment has Pydantic ≥ 2.12, which breaks crawlee (pulled in by apify 2.x). Run: pip install 'pydantic>=2.10.3,<2.12' (already constrained in requirements.txt).
• browserforge.download has no attribute DATA_FILES — Pin browserforge==1.2.3 (see requirements.txt) and reinstall: .venv/bin/pip install -r requirements.txt.