SeLoger France Real Estate Scraper

---

🎯 What this scrapes

SeLoger is France's dominant property portal. The current Apify Store field for it is either near-zero-scale or the one incumbent with real run volume (34,729 runs / 386 users) that carries just 2 reviews — thin trust despite proven demand. This Actor wraps a single portal in a clean, validated schema (price, area, rooms, energy rating, coordinates, agency contact) with per-listing and per-page fault isolation, so one bad row or one blocked page never sinks the whole run.

🔥 What we handle for you

• 🛡️ Browser fingerprint rotation — curl-cffi impersonates real Chrome / Firefox / Safari TLS handshakes so the target sees a browser, not Python.
• 🌐 Residential proxy rotation via Apify Proxy — fresh session and exit IP on every block.
• 🔁 Retries with exponential backoff on 408 / 429 / 5xx — up to 5 attempts per page, Retry-After honoured.
• 🧱 Rate-limit-aware pacing — when the target pushes back, we slow down instead of getting banned.
• 🧊 Clean, typed dataset rows — Pydantic-validated, ISO-8601 timestamps, stable IDs, JSON / CSV / Excel export straight from the Apify Console.
• 💰 Pay-Per-Event pricing — you only pay for results that hit your dataset. No data, no charge.

💡 Use cases

• Investor deal screening — pull price/m², rooms, and location data for a whole neighborhood or postal code in one run.
• PropTech aggregation — feed a normalized, Pydantic-validated SeLoger dataset into a downstream listings pipeline.
• Relocation and expat services — build a client-facing French property feed without hand-scraping seloger.com listing by listing.
• Agency/lister lead lists — collect agency and agent names behind active listings for outreach.

⚙️ How to use it

1. Click Try for free at the top of the page.
2. Fill in the input form — most fields have sensible defaults.
3. Click Start. Output streams into the run's dataset.
4. Export from Storage → Dataset as JSON, CSV, or Excel — or fetch via the API.

📥 Input

Field	Type	Required	Default	Notes
searchUrls	array	no	'—'	Direct seloger.com search-results or listing detail URLs to scrape as-is. Up to 50. One of Search URLs or Location is…
location	string	no	'paris-75000'	Location slug — currently only 'paris-75000' is supported for direct location search. For any other city, paste a…
transactionType	string	no	'sale'	Sale vs. rent — maps to SeLoger's 'achat'/'location' URL segments.
propertyType	string	no	'apartment'	Property taxonomy. 'apartment'/'house'/'land'/'parking' work for location search; 'commercial' currently requires…
maxResults	integer	no	100	Cap on rows returned; may be limited to the first confirmed page per search until pagination is validated.
enrichDetails	boolean	no	True	Fetch each listing's detail page for description, coordinates, agency, energy rating, and the full photo gallery.
proxyConfiguration	object	no	{'useApifyProxy': True}	Apify Proxy configuration. Defaults to RESIDENTIAL — this target is protected against automated traffic.

Example input

{
  "location": "paris-75000",
  "transactionType": "sale",
  "propertyType": "apartment",
  "maxResults": 5,
  "enrichDetails": true,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

📤 Output

Every row is one dataset item.

Field	Type	Notes
listing_id	string	Numeric id from '.htm' URLs, or short token from '/annonce/' URLs.
url	string	Canonical detail URL.
transaction_type	string	'sale' or 'rent', as requested.
property_type	string	Shared taxonomy value.
title	string	JSON-LD name or card summary.
price	['number', 'null']	JSON-LD offers.price.
currency	string	Always 'EUR'.
price_per_sqm	['number', 'null']	Computed when price and area are both present.
area_sqm	['number', 'null']	JSON-LD floorSize.value, unit MTK = m².
rooms	['integer', 'null']	JSON-LD numberOfRooms.
bedrooms	['integer', 'null']	Parsed from summary text.
floor	['string', 'null']	Raw label, not normalized.
energy_rating	['string', 'null']	DPE letter A-G when published; extraction needs-cloud-recon.
location_city	string	From breadcrumb / URL slug.
location_district	['string', 'null']	Live-confirmed district field.
location_postal_code	['string', 'null']	Live-confirmed zipCode field.
location_region	['string', 'null']	From breadcrumb.
latitude	['number', 'null']	Live-confirmed inline GeoJSON Point.
longitude	['number', 'null']	Live-confirmed inline GeoJSON Point.
agency_name	['string', 'null']	Live-confirmed logo alt text, split heuristic.
agent_name	['string', 'null']	Live-confirmed logo alt text, split heuristic.
agency_phone	['string', 'null']	Best-effort; not confirmed statically parseable — never guessed.
listed_date	['string', 'null']	JSON-LD datePosted, ISO 8601.
description_snippet	['string', 'null']	JSON-LD description, first ~300 chars.
image_urls	array	mms.seloger.com gallery photos (empty OK).
scraped_at	string	ISO-8601 UTC row-creation timestamp.

Example output

{
  "listing_id": "275658639",
  "url": "https://www.seloger.com/annonces/achat/appartement/paris-12eme-75/bel-air-sud/275658639.htm",
  "transaction_type": "sale",
  "property_type": "apartment",
  "title": "Appartement \u00e0 vendre T3/F3 53 m\u00b2 490000 \u20ac Bel-Air Paris (75012)",
  "price": 490000.0,
  "currency": "EUR",
  "price_per_sqm": 9245.28,
  "area_sqm": 53.0,
  "rooms": 3,
  "bedrooms": 2,
  "floor": "4/6",
  "energy_rating": null,
  "location_city": "Paris 12\u00e8me arrondissement",
  "location_district": "Bel-Air",
  "location_postal_code": "75012",
  "location_region": "Ile-de-France",
  "latitude": 48.836230001681116,
  "longitude": 2.40313082725819,
  "agency_name": "efficity",
  "agent_name": "Boban Janevski",
  "agency_phone": null,
  "listed_date": "2026-07-23T02:41:00.000Z",
  "description_snippet": "PARIS XII\u00e8me - MICHEL BIZOT - PLEIN SUD TRAVERSANT ET LUMINEUX AVEC ASCENSEUR ET CAVE...",
  "image_urls": [
    "https://mms.seloger.com/1/8/7/2/1872b9c3-3cc4-440f-9083-3725a842cc43.jpg"
  ],
  "scraped_at": "2026-08-13T12:00:00+00:00"
}

💰 Pricing

Pay-Per-Event — you pay only when these events fire:

Event	USD	What it is
actor-start	$0.2	One-off warm-up charge per run
result-row	$0.0018	Per unique dataset item

Example: 1 000 results at the rates above ≈ $2.00. No subscription, no minimum, no card to start — Apify gives every new account $5 of free credit.

🚧 Limitations

v1 covers seloger.com only — no LogicImmo, Bien'ici, or other French portals. New-development/promoter microsites, mortgage-calculator, and area-guide pages are out of scope. agency_phone ships null by design (no statically-parseable source found); energy_rating is null pending a confirmed extraction path. Page-2+ results per search are not guaranteed until pagination is validated — a status message names any shortfall.

❓ FAQ

Do I need a SeLoger account or API key?

No. This Actor scrapes SeLoger's own publicly listed property data — no login, no API key.

Why is energy_rating usually null?

SeLoger's DPE energy-rating markup isn't reliably parseable yet — we ship it null rather than risk a wrong letter grade, and revisit once we confirm a stable source.

Does this cover every French property type?

Apartment, house, land, and parking are all live-confirmed for location-based search. Commercial has no confirmed SeLoger URL slug yet, so it only works if you paste a commercial search URL into Search URLs directly.

What happens if a page gets blocked?

We rotate the session and browser fingerprint and retry with backoff; if a page still fails, we skip it, log why, and keep going — never crash the whole run.

💬 Your feedback

Spotted a bug, hit a weird edge case, or need a new field? Open an issue on the Actor's Issues tab on Apify Console — we ship fixes weekly and we read every report.

---