Entendo vs. Cyfe, by Traject

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Entendo
Score 0.0 out of 10
Mid-Size Companies (51-1,000 employees)
Entendo is a conversational business intelligence platform that turns plain-language questions into charts and numbers — without SQL, BI specialists, or weeks of setup. Built for Brazilian mid-market companies (50–300 employees), Entendo connects directly with XSLX/CSV to PostgreSQL, MySQL , SQL Server and Oracle databases — typically behind ERPs such as Totvs Protheus, SAP Business One, Bling, or Omie — and lets any decision-maker ask a question in natural language and get an answer in…
$29
per month per organization
Cyfe
Score 4.0 out of 10
N/A
Cyfe is all-in-one dashboard software for analyzing data from online services like Google Analytics, Salesforce, AdSense, MailChimp, Amazon, Facebook, etc, from Traject.
$29
per month
Pricing
EntendoCyfe, by Traject
Editions & Modules
Free
$0
one-time fee Up to 5 users 30 free queries CSV / Excel upload Agents: Chart, Table Exports (CSV, PDF, PNG)
Starter
$29
per month Up to 15 users 80 queries / month SQL, Postgres, Sheets connection Basic Analytics Agent Dashboard Sharing
Pro
$69
per month Up to 40 users 200 queries / month Prediction Agent (Forecast) Full Analytics Agent Prompt audit logs
Business
$149
per month Up to 100 users 500 queries / month Execution priority Embedded Analytics Optional contract
Enterprise
tbd
per month Custom Full control: your cloud, your rules, your data. Unlimited users SSO / SAML Custom SLA BYOK (bring your own AI key)
Starter
$29
per month
Standard
$39
per month
Pro
$65
per month
Premier
$119
per month
Offerings
Pricing Offerings
EntendoCyfe
Free Trial
NoYes
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
YesNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional DetailsEntendo is priced per workspace, not per seat. A 40-person data team on the Pro plan pays the equivalent of ~$1.75 per user per month. Query quotas refer to natural-language questions asked to the AI agents. Traditional dashboard views, chart interactions, drill-downs, cross-filters, report sharing, and data exports (CSV, PDF, PNG) are unlimited on all plans, including Free. Plan capabilities scale as follows: - Free (R$0 / ~$0): 5 users, 30 queries/month. CSV and Excel file upload only. Includes Chart Agent and Table Agent. Exports in CSV, PDF, PNG. - Starter (R$149 / ~$29): 15 users, 80 queries/month. Adds database connectors (PostgreSQL, MySQL, SQL Server, Oracle, Google Sheets). Adds Basic Analytics Agent. Adds Dashboard Sharing. - Pro (R$349 / ~$69, most popular): 40 users, 200 queries/month. Adds Prediction Agent (time-series forecasting with ARIMA and Holt-Winters). Upgrades to Full Analytics Agent. Adds prompt audit logs for governance and compliance. - Business (R$749 / ~$149): 100 users, 500 queries/month. Adds query execution priority, Embedded Analytics (iframe/embed in third-party applications), and optional annual contract terms. - Enterprise (custom): Unlimited users, custom query quotas, on-premise or hybrid deployment, BYOK (Bring Your Own Key) for LLM providers including OpenAI, Anthropic, and Google Gemini, SSO, audit trails, LGPD compliance, and SLA. Note on currency: Entendo is a Brazilian product and billing is currently available in Brazilian Reais (BRL) only. USD prices shown in this listing are approximate conversions at R$5.00 per USD and are provided for reference. Actual billed amounts are R$149 (Starter), R$349 (Pro), and R$749 (Business) per month.
More Pricing Information
Community Pulse
EntendoCyfe, by Traject
Features
EntendoCyfe, by Traject
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Entendo
-
Ratings
Cyfe, by Traject
6.6
28 Ratings
21% below category average
Pixel Perfect reports00 Ratings6.817 Ratings
Customizable dashboards00 Ratings4.028 Ratings
Report Formatting Templates00 Ratings9.120 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Entendo
-
Ratings
Cyfe, by Traject
7.2
26 Ratings
11% below category average
Drill-down analysis00 Ratings8.715 Ratings
Formatting capabilities00 Ratings8.120 Ratings
Integration with R or other statistical packages00 Ratings10.09 Ratings
Report sharing and collaboration00 Ratings2.026 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Entendo
-
Ratings
Cyfe, by Traject
5.0
23 Ratings
49% below category average
Publish to Web00 Ratings4.015 Ratings
Publish to PDF00 Ratings4.021 Ratings
Report Versioning00 Ratings6.89 Ratings
Report Delivery Scheduling00 Ratings1.017 Ratings
Delivery to Remote Servers00 Ratings9.04 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Entendo
-
Ratings
Cyfe, by Traject
7.2
19 Ratings
10% below category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings3.018 Ratings
Location Analytics / Geographic Visualization00 Ratings8.614 Ratings
Predictive Analytics00 Ratings10.08 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Entendo
-
Ratings
Cyfe, by Traject
7.1
22 Ratings
18% below category average
Multi-User Support (named login)00 Ratings10.020 Ratings
Role-Based Security Model00 Ratings6.314 Ratings
Multiple Access Permission Levels (Create, Read, Delete)00 Ratings8.416 Ratings
Report-Level Access Control00 Ratings1.01 Ratings
Single Sign-On (SSO)00 Ratings9.76 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Entendo
-
Ratings
Cyfe, by Traject
9.3
19 Ratings
18% above category average
Responsive Design for Web Access00 Ratings9.418 Ratings
Mobile Application00 Ratings10.05 Ratings
Dashboard / Report / Visualization Interactivity on Mobile00 Ratings7.713 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Entendo
-
Ratings
Cyfe, by Traject
7.0
7 Ratings
10% below category average
REST API00 Ratings8.64 Ratings
Javascript API00 Ratings10.02 Ratings
iFrames00 Ratings2.05 Ratings
Java API00 Ratings10.02 Ratings
Themeable User Interface (UI)00 Ratings5.94 Ratings
Customizable Platform (Open Source)00 Ratings5.83 Ratings
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Score 10.0 out of 10
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User Ratings
EntendoCyfe, by Traject
Likelihood to Recommend
-
(0 ratings)
8.0
(29 ratings)
Likelihood to Renew
-
(0 ratings)
9.4
(9 ratings)
Usability
-
(0 ratings)
7.0
(3 ratings)
Support Rating
-
(0 ratings)
10.0
(2 ratings)
Implementation Rating
-
(0 ratings)
10.0
(1 ratings)
User Testimonials
EntendoCyfe, by Traject
Likelihood to Recommend
Sozo Data Ltda
No answers on this topic
Traject
Cyfe might be for you if you are looking for a cost-effective way to display all of your marketing metrics in one place. If you are looking for a detailed, fine-tuned, niche, or extremely specific metrics, this might not be the best solution. Cyfe is good for a general health check-up of marketing, but not a finely tuned examination.
Read full review
Pros
Sozo Data Ltda
No answers on this topic
Traject
  • Has preset metric groups that pull similar stats together in one "bucket" saving you the time of setting up each stat-line one by one
  • Allows you to easily adjust the timeframe for what stats you want to see, so you can find YOY stats or just last month's stats rather quickly
  • Colored visualizations of stats make it easy to notice when campaigns are taking off
Read full review
Cons
Sozo Data Ltda
No answers on this topic
Traject
  • I'd love to see additional functionality to customize colors. The light/dark option is very nice, but a little more flexibility in the colors would go a long way, especially if it was possible at the dashboard level rather than just the account level. Along the same lines, being able to customize the charts a little more, for example being able to show an x-axis on single data type graphs, could make them easier to read in some cases.
  • Being able to choose to report on converted clicks or conversions in AdWords would be helpful.
  • Needs the ability to show the date range on the shared URL dashboards. Would be even better if the date range was adjustable on that view, too.
Read full review
Likelihood to Renew
Sozo Data Ltda
No answers on this topic
Traject
It has become a part of our internal tools so unless a competitor comes out with similar functionality as a similar price point it is unlikely that we would not renew. One area that would cause us not to renew would be if a competing service came out with more third-party integrations that match our needs. Price at this point is no longer an issue as it would allow us to automate a somewhat manual process that we have now connecting Cyfe widgets to Google Sheets.
Read full review
Usability
Sozo Data Ltda
No answers on this topic
Traject
I gave it a rating of 7 because it does a good job at what it does, but there are missing that are missing which I would have benefited from. For instance, if I was able to drill down more on the specific metrics I was able to see, that would have been helpful.
Read full review
Support Rating
Sozo Data Ltda
No answers on this topic
Traject
Because I had a very minor question and I was able to speak directly to the founder through LinkedIn and through email. I know that as they grow this may not always be an option but the fact that he made himself available to answer my questions said a lot about his passion for the product.
Read full review
Implementation Rating
Sozo Data Ltda
No answers on this topic
Traject
Cyfe is a 15 minutes implementation, then some time to get your data sources created. This is an easy one person job that will not result in down time or unnecessary wasted man hours.
Read full review
Alternatives Considered
Sozo Data Ltda
No answers on this topic
Traject
The Salesforce dashboard is comparably flexible and intuitive, but designed more to its internal CRM focus. SumAll shares the social media dashboard capabilities, but lacks all others. Its interesting feature is side-by-side graph analysis for cross-channel performance. Cyfe might borrow from SumAll's default weekly email summary of performance from the dashboard, but implementation could be too complex. Nuvi dashboard is exclusively for social media marketing, but lacks Cyfe's flexibility for third party integration and window customization settings.
Read full review
Return on Investment
Sozo Data Ltda
No answers on this topic
Traject
  • Cyfe allows us to provide real time data to our clients
  • Cyfe allows us to provide detailed analytics to our clients showing actual results
  • Cyfe reduced our need to provide monthly "reports" to our marketing clients
  • Cyfe allows us to have better situational awareness and know what is going on throughout our multiple organizations
Read full review
ScreenShots

Entendo Screenshots

Screenshot of Entendo's landing page, which introduces the product's core promise: Ask. We  understand. Users type any business question in plain language and get the answer instantly — with charts, context, and reasoning — no SQL, no IT tickets, no waiting for the BI team.Screenshot of where users can upload a spreadsheet or CSV, connect their own SQL database (PostgreSQL, MySQL, SQL Server, Oracle), or sync tables from a cloud service like Google Sheets. File  upload is the recommended path for first-time users who want to evaluate the product on their own data before connecting production systems.Screenshot of where Entendo connects directly to existing production databases —   PostgreSQL, MySQL, SQL Server, and Oracle — using read-only credentials you control. The architecture is read-only by design with  four layers of SQL sanitization, so the AI agents can never write, update, or delete data.Screenshot of the conversational interface, which delivers analysis as a complete answer. In this view, the AI is responding about a pessimistic scenario: a revenue line chart on top, headline KPIs in the middle (current revenue, scenario impact, variation percentage), and a comparative bar chart at the bottom. Everything is generated live from the connected database.Screenshot of the Business Analytics Agent responding to a real question:   "show me an analysis of the actions being continuously taken to grow revenue by 30%." Instead of dumping a chart, the agent delivers a   structured diagnosis — overall picture, central problem, root-cause hypothesis, and concrete actions — grounded in the user's own data.Screenshot of an AI generated chart that can be pinned to a dashboard with a click. This example shows a wholesale operations dashboard with four views: weekly sales by day, top products by unit, critical stock   products, and inventory turnover ratio. Dashboards are shareable across the workspace, so the whole team sees the same numbers.