Real Estate · Listing Automation

Listing automation: one source of truth, every portal in sync.

Listings published to every portal and MLS from a single edit — with photo AI, description generation, compliance checks, and price-change audit trails running in the background. No stale listings. No price mismatches.

listing-ops · control-planeLIVE
OPERATION · Penang portfolio · MY
Bulk photo upload
VOLUME
84 listings
36 photos each
OPERATIONS TELEMETRY
Photos enhancedpending…
Auto-taggingpending…
Parity checkpending…
Agent licence stamppending…
Sync timepending…
PORTAL SYNC · 08 · 08
0% · queued50% · in-flight100% · synced
CONTROL-PLANE SIGNAL
SLA · 00:06:14 · cross-portal parity clean · audit SHA stamped
EVALUATING…
portals acknowledged
SLA · 00:06:14

What we build

Every listing, every portal, every asset — in one pipeline.

Wired into your CRM, DAM, portals, and MLS on day one — not six months of integration pain.

MLS + portal sync

One source of truth pushed to PropertyGuru, 99.co, iProperty, EdgeProp, SRX, Rumah123, DDproperty, Batdongsan — portal TOS honoured per destination.

Photo + video asset management

Floor plans, 3D tours (Matterport · Kuula), drone footage, and brochure PDFs all handled in a versioned DAM tied to each listing.

Price-change propagation

Drops, raises, and re-lists cascade to every portal in minutes — with audit trails showing who changed what, when, across which channels.

Status change in near-real-time

Sold, reserved, and available updates honoured at the portal level so buyers never enquire on stale inventory — agents never have that call.

Photo AI enhancements

Auto-tag rooms, remove agency watermarks, auto-orient landscape/portrait, enhance underexposed shots — the DAM ships listing-ready assets, not raw files.

Content-compliance checks

Agent licence displays, regulated price formatting (psf/sqm), tenure disclosure, and strata-year requirements validated before publish per jurisdiction.

Who runs this

Every listing source, one publication pipeline.

Same DAM, same compliance engine, same photo AI — whether you're a 50-agent brokerage, a multi-country portfolio, or a developer managing inventory across launch and resale phases.

01

Brokerage with 50+ agents

Every agent ships listings to every portal without retyping. Agents edit once, the platform propagates — compliance checks catch issues before they post.

02

Developer inventory management

New-launch inventory status (available · reserved · sold) flows to agent-channel portals and the developer website from the same source — never out of sync.

03

Multi-country portfolio

SG · MY · ID · TH · VN portals with per-country compliance rules (agent licence display, regulated text, GFA vs NFA, freehold/leasehold disclosure).

04

Bulk onboarding + migration

Migrating from spreadsheets or a legacy CRM? Bulk CSV + API ingestion with deduplication, price-history reconstruction, and a photo-AI enhancement pass.

05

Multi-language listing descriptions

AI generates listing descriptions in EN / BM / ZH / TH / ID / VI from structured attributes and photos — per-portal tone adjustments included.

06

Stale-listing sweeps

Listings untouched for 60+ days auto-flag for review — the platform can re-process photos, regenerate descriptions, and republish on approval.

A walk-through

From upload to live — in five steps.

Walk through a live brokerage deployment — how listings are ingested, enriched, validated, published, and monitored across every portal.

CLIENT · NEXUS REALTY PTE LTD
Listing operations · Singapore· 720 agents · 14,200 live listings · 6 portals
STEP 01 · 05
STEP 01 · INGEST
One source of truth
Every listing — new, updated, or re-priced — lands in a single pipeline with clear provenance. Whether it came from CRM, DAM, or a CSV, it gets normalised and tracked.
Nexus Realty · ops centre
720-agent brokerage · central Singapore
Listings tracked14,200
Channels attached6 portals · 3 social
Agents writing720 active
Updates / day~2,400 events
INGEST LANES
Agent CRM
Salesforce · live
Property DAM
14,200 assets
MLS IDX feed
refreshed hourly
CSV bulk lane
ad-hoc uploads
Every event normalised to one listing schema · idempotent

Model families we deploy

Four specialised models. One listing-ready output.

Photo quality, tagging, description generation, and parity monitoring — composed into one automated publish pipeline.

CNN · LISTING READINESS
Photo-Quality Classifier
0.89 AUC

Scores every photo on exposure, composition, framing, and watermark presence. Low-scoring photos trigger the enhancement pipeline before the listing publishes.

ROOM + FEATURE CLASSIFICATION
Auto-Tagging Vision Model
< 200ms · p95

Classifies each photo (kitchen · master bedroom · living · balcony · view) and extracts feature tags (built-in kitchen · en-suite · high floor) for portal SEO.

MULTI-PORTAL LLM · MULTILINGUAL
Description Generator
< 1.2s · p95

Generates portal-specific descriptions from the listing attributes and enhanced photo tags — tone adjusted per portal, language adjusted per market.

CROSS-PORTAL DIVERGENCE DETECTION
Listing-Parity Checker
Continuous

Watches every live listing across every portal — raises an alert the moment price, status, or key fields diverge from the source of truth.

Data sources wired into every publish

Every signal, integrated — every portal, in sync.

DAM, MLS, portals, CRM, audit ledger — one pipeline, versioned alongside the compliance rules enforcing each publish.

Source
Format
Cadence
Purpose
Property DAM
Photos · videos · 3D · PDFs
On edit + nightly index
Single source of truth for every listing asset — versioned, compliance-checked, and portal-optimised before publish.
MLS IDX feed
RETS · IDX · JSON
15-min polling
Broker-reciprocity feed for resale inventory — ingested, deduplicated, and routed to the same publication pipeline as direct listings.
Portal APIs
PropertyGuru · 99.co · iProperty · EdgeProp
On publish · near-real-time
Outbound sync with portal-specific formatting, TOS-compliance checks, and error-recovery workflows.
Agent CRM
Salesforce · HubSpot · KvCORE
Bi-directional
Listing owner, commission split, and enquiry attribution stay coherent with the agent system of record.
Price-history ledger
Audit log · immutable
Every change
Every price change timestamped, attributed, and retained — for compliance, owner transparency, and seller-side audit trails.
Content-compliance rules
Per-jurisdiction rule engine
Versioned
Agent-licence display, regulated text, tenure disclosure, and locale formatting enforced per portal and jurisdiction.

Reasoning behind every publish

A sync succeeds only if the reasoning trail is clean.

Every listing change carries the compliance-rule evaluations, photo AI results, description generation source, and per-portal propagation receipts. Compliance, brokerage ops, and agents all read the same trail.

  • Per-listing compliance-rule evaluation with rule-version pinned
  • Photo AI scores + enhancement steps logged per asset
  • Description-generation provenance (attributes + tags → output)
  • Portal-propagation receipts with per-portal timestamps
LISTING AUDIT · LIST-42180
listing.explain v1.9
CompliancePASS · rule v2.4
Photo qualityavg 0.88 · 42 assets
DescriptionsEN + BM + ZH · ok
Portals synced6 / 6 · 4m 12s
Price ledgerS$3,240 psf · unchanged
Model versionsphoto v4.2 · desc v2.8
Audit SHA3e8f…c124

Compliance & governance

Licence, TOS, and regulated text — enforced before publish.

Per-jurisdiction licensing, portal TOS, and regulated formatting rules enforced in the publish pipeline — not flagged after the listing is live.

Every control below ships with the deployment.

Agent-licence display per jurisdiction

CEA (SG), BOV (MY), NREB (ID) registration numbers, and per-country licence disclosure formatting validated before every portal publish.

Portal TOS adherence

Image-rights ownership, listing-uniqueness rules, and syndication constraints per portal tracked and enforced — violations block publish, not fine later.

Regulated-text requirements

Price formatting (psf/sqm), tenure (freehold/leasehold), strata year, and required disclosures (e.g. URA approval status) validated per jurisdiction.

Price-change audit trail

Every price change carries the editor, approver, timestamp, pre/post-change value, and propagation receipts from each portal — auditable for the listing lifetime.

Misleading-claim guard

Generated descriptions pass through a claim-check model — no unverified amenity claims, no yield fabrications, no school-zone overpromises.

Buyer-agency relationship disclosure

Per-jurisdiction buyer-agency disclosures added automatically where required — UK, US, and SG all differ, and the platform honours each.

Frameworks we align to

CEA SGBOV MYNREB IDPDPA SGPDPA MYPIPLMLS IDX standardW3C WCAG 2.2

Why Axccelerate for listing ops

Not a feed tool.
A publication system.

Point-in-time sync tools leave listings drifting. Our platform monitors, re-syncs, audits, and enhances — with compliance enforced at every step.

Feature
Axccelerate
Portal feed tool
In-house
Multi-portal sync (PropertyGuru · 99.co · iProperty · EdgeProp)
Varies
MLS IDX integration
Varies
Photo AI (auto-tag · enhance · watermark-clean)
Description generator (multilingual, per-portal)
Listing-parity monitoring across portals
Varies
Price-change audit trail
Varies
Varies
Content-compliance rule engine per jurisdiction
Varies
3D tour · Matterport · Kuula integration
Varies
Varies
DAM with versioning + rights tracking
Varies
No vendor lock-in

Pricing

Priced to portfolio scope, not per-listing.

Every deployment is scoped against your agents, portals, and compliance footprint before quoting.

Launch
Enquirefor pricing
Single brokerage

One brokerage · up to 50 agents · sync to 3 portals with DAM, photo AI, and compliance-rule engine wired to your agent CRM.

Up to 50 agents
3 portals (choose from SEA portals)
Photo AI + description generator
CRM sync (Salesforce / HubSpot)
Price-change audit trail
Enquire for pricing
Most popular
Scale
Enquirefor pricing
Portfolio with multi-portal

Multi-brokerage portfolios · 200+ agents · all major SEA portals + MLS IDX with parity monitoring and multi-language description generation.

Unlimited agents
All major SEA portals + MLS IDX
Parity monitoring + alerts
Multi-language descriptions (4 languages)
Bi-weekly model reviews
Enquire for pricing
Fleet
Enquirefor pricing
Enterprise with MLS IDX + DAM

Enterprise MLS IDX + DAM deployment with jurisdiction-specific compliance stacks, dedicated engineering, 24/7 monitoring, and an enterprise DPA.

Enterprise MLS IDX + DAM
Per-jurisdiction compliance stacks
Dedicated engineering team
24/7 monitoring + on-call
Enterprise SLA + DPA
Talk to us

FAQ

Common questions.

Don't see your question here?

Ask us directly

Glossary

The vocabulary behind every listing.

A reference for the terms your brokerage ops, compliance team, and portal partners will all share.

MLS
Multiple Listing Service

A database of properties for sale, maintained by a broker cooperative. MLS feeds are broker-only, with strict syndication rules — IDX is the consumer-facing surface of MLS data.

IDX
Internet Data Exchange

The standardised format for displaying MLS data on public-facing agent sites. Licence required — non-brokers accessing IDX without rights is a common compliance pitfall.

Listing feed
Structured listing export

The standardised data format (often RETS, JSON, or XML) that feeds data from one system to another. Every portal has its own feed format — our adapters handle the per-portal plumbing.

Portal TOS
Portal Terms of Service

The legal contract governing how listings can appear on a portal — image rights, uniqueness rules, description formatting, lead routing. Violations trigger account warnings or suspension.

DAM
Digital Asset Management

The system that stores every photo, video, 3D tour, and PDF with versioning and rights tracking. Essential for multi-brand, multi-brokerage deployments where assets are shared.

Stock photo
Licensed placeholder imagery

Generic imagery used when actual listing photos are unavailable — with licensing tracked. Portal rules typically require disclosure when stock photos are used in place of actual unit photos.

Watermark
Ownership mark on photos

An overlaid agency logo or signature preventing re-use. Our platform never removes watermarks we don't have rights to — compliance first, always.

psf / sqm
Price per square foot / metre

The unit price per area — SG uses psf, MY uses psm, Indonesia psm. Regulated portals require the unit-price to appear alongside the headline price in specific formats.

Strata
Strata title / subdivision

Legal subdivision of a multi-unit building. Strata year (year of original strata title registration) must be disclosed on listings in SG, MY, and AU for resale compliance.

Tenure
Freehold / leasehold

The ownership type — freehold (perpetual), 99-year leasehold, 999-year leasehold. Tenure dramatically affects value and must be disclosed on every listing.

CMA
Comparative Market Analysis

A price-support document using comparable recent transactions. Our platform auto-generates CMAs from the caveat/MLS data and attaches them to listings on request.

Price history
Audit log of listing price

Every price change — with timestamp, editor, previous value, new value, and propagation receipts. Required for compliance audits; useful for seller transparency.

Verified listing
Portal-verified authenticity

A portal's authenticity badge — usually requires photo verification, ownership confirmation, or physical visit. Boosts listing visibility and buyer trust on portals like PropertyGuru.

SEO slug
URL-friendly listing identifier

The listing URL portion (e.g. /3-bed-condo-tampines-456). Well-formed slugs carry location, type, and key attributes — critical for SEO and agent-site traffic.

One source · every portal · always current

Every listing live. Every portal in sync.

30-minute scoping with a senior engineer and a listing-ops operator. You'll leave with a portal map, compliance plan, and deployment timeline — not a sales pitch.