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ModalReliability issues

Software developer reports unpredictable deployment failures, affecting workflow

Read at g2.com

What happened

A software developer at a small business experienced unpredictable deployment failures with Modal Labs. While it only happened once, it caused a disruption in their workflow and suggests potential instability with the platform.

Source

From the reviews

  • 4 of 5
    “Deployment can be a bit unpredictable sometimes. For example, it failed on me once when I tried to deploy it.”

    shantanu g., softwaer devloperAug 28, 2026View

  • 4 of 5
    “As I said previously, it failed once during deployment.”

    shantanu g., softwaer devloperAug 28, 2026View

Extracted by Autobound

From the Signal API record
Signal
Reliability issues

What this signalsReview themes often show where customers may look for an alternative.

Product
Modal Labs
Star rating
4 of 5
Reviewer
shantanu g.
Reviewer details
softwaer devloper

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The full record

From the Signal API record

Extraction

Detected
Sep 14, 2026
signal_type
product-reviews
signal_subtype
ReliabilityIssues

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The API returns more than this page shows

This page shows a preview. The full product-reviews record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.

Company

  • linkedin_urlValue in the API
  • industriesValue in the API
  • employee_count_lowValue in the API
  • employee_count_highValue in the API
  • revenueValue in the API
  • descriptionValue in the API

Signal

  • signal_nameValue in the API
  • associationValue in the API
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Show the full JSONThe record on this page and the API request

GET /v1/signals/335a9240-1c47-401f-af32-420cf61ac0ad returns this record as JSON. POST /v1/companies/enrich returns every signal for modal.com.

{
  "signal_id": "335a9240-1c47-401f-af32-420cf61ac0ad",
  "signal_type": "product-reviews",
  "signal_subtype": "ReliabilityIssues",
  "detected_at": "2026-09-14T09:23:51.046+00:00",
  "company": {
    "name": "Modal",
    "domain": "modal.com"
  },
  "data": {
    "summary": "A software developer at a small business experienced unpredictable deployment failures with Modal Labs. While it only happened once, it caused a disruption in their workflow and suggests potential instability with the platform.",
    "evidence": [
      {
        "quote": "Deployment can be a bit unpredictable sometimes. For example, it failed on me once when I tried to deploy it.",
        "review_url": "https://www.g2.com/products/modal-labs/reviews#review-13373352",
        "review_date": "2026-08-28",
        "star_rating": 4,
        "reviewer_name": "shantanu g.",
        "reviewer_title": "softwaer devloper"
      },
      {
        "quote": "As I said previously, it failed once during deployment.",
        "review_url": "https://www.g2.com/products/modal-labs/reviews#review-13373352",
        "review_date": "2026-08-28",
        "star_rating": 4,
        "reviewer_name": "shantanu g.",
        "reviewer_title": "softwaer devloper"
      }
    ],
    "headline": "Software developer reports unpredictable deployment failures, affecting workflow",
    "relevance": 65,
    "product_name": "Modal Labs",
    "source_page_url": "https://www.g2.com/products/modal-labs/reviews/reviews",
    "switching_intent": {
      "urgency": "none",
      "detected": false
    },
    "quantified_impact": {
      "has_numbers": false
    },
    "decision_maker_complaint": {
      "title": "softwaer devloper",
      "is_decision_maker": false
    }
  }
}

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