Text Analysis Software

Text analysis software allows companies to analyze text to estimate intent, mood or other important properties of the text. There are numerous alternative names for text analysis such as text mining, NLP engine, NLP software, NLP tools etc.

Text analysis software perform numerous functions, a few important ones are

  • Entity extraction
  • Summarization
  • Sentiment analysis
Innovators Specialists Leaders Challengers Market Presence Momentum
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Compare Text Analysis Software
Results: 119

AIMultiple is data driven. Evaluate 119 products based on comprehensive, transparent and objective AIMultiple scores. For any of our scores, click the icon to learn how it is calculated based on objective data.

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72.32092995606624
95.64186015087724
54.69613201336858
100
0.03253968253968254
48.99999976125521
top5 , top10
4star
NVivo
4.00
100%
94%
100%
= 1 review
= 40 employees
= 5,000 visitors

Connecting the dots in your data is faster, easier and more efficient with NVivo.

50.60815904967802
65.97471272399785
0
69.07770857162892
34.72222222222222
35.24160537535819
top10
4star
Microsoft Bing Spell Check API
3.90
100%
100%
0%
= 1 review
= 40 employees
= 5,000 visitors

Enhance your apps with the Bing Spell Check API from Microsoft Azure.

49.33501842132179
63.78548409665637
44.751380738210656
66.42866241969155
0
34.88455274598721
top5 , top10
4star
FuzzyWuzzy
4.10
100%
0%
100%
= 1 review
= 40 employees
= 5,000 visitors

48.670297027533664
63.492275375212536
0.4972399633098902
66.33437926558146
37.43472222222222
33.848318679854785
top10
4star
Google Cloud Translation API
3.90
100%
100%
100%
= 1 review
= 40 employees
= 5,000 visitors

Jump to Translation API demo - Translation API demo. Try the API. How AutoML Translation works.

48.00544340984377
63.25448722390952
0.7734811879682816
64.07583275347922
100
32.75639959577803
top5 , top10
4star
IBM Watson Tone Analyzer
4.30
100%
100%
100%
= 1 review
= 40 employees
= 5,000 visitors

Understand emotions, social tendencies and perceived writing style.

46.40660649926818
60.09674008017392
1.1602217819524223
63.89554721180458
0.003968253968253968
32.71647291836243
4star
Torch
4.40
100%
11%
100%
= 1 review
= 40 employees
= 5,000 visitors

45.73540941684216
59.47380960493999
8.83977677831638
60.69558978386021
71.82539682539682
31.99700922874433
top10
top5 , top10
5star
Amazon Comprehend
4.60
100%
100%
100%
= 1 review
= 40 employees
= 5,000 visitors

Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text.

45.63888028250611
59.46914528898079
36.464086409211056
62.10128174421448
0.0005952380952380953
31.80861527603143
top5 , top10
4star
spaCy
4.40
100%
1%
100%
= 1 review
= 40 employees
= 5,000 visitors

spaCy is a free open-source library for Natural Language Processing in Python.

45.17747336264931
59.22298622716139
3.259666607205768
62.89802410374112
0.03511904761904762
31.131960498137214
5star
Inbenta
4.60
100%
100%
100%
= 1 review
= 40 employees
= 5,000 visitors

Inbenta is a global leader in AI and NLU for Enterprise Search, Ecommerce Search, Chatbots, Support Ticketing, and Knowledge Management.

42.22853733253646
54.66629034282613
2.1546969094682145
58.08686110164052
0
29.7907843222468
4star
openNLP
4.00
100%
0%
100%
= 1 review
= 40 employees
= 5,000 visitors

Market Presence Metrics

Popularity

Searches with brand name

These are the number of queries on search engines which include the brand name of the product. Compared to other product based solutions, Text Analysis Software is less concentrated in terms of top 3 companies' share of search queries. Top 3 companies receive 47%, 27% less than the average of search queries in this area.

Web Traffic

Text Analysis Software is a less concentrated than average solution category in terms of web traffic. Top 3 companies receive 52% (21% less than average solution category) of the online visitors on text analysis software company websites.

Satisfaction

Text Analysis Software is less concentrated than the average in terms of user reviews. Top 3 companies receive 35% (this is 23% for the average solution category) of the reviews in the market. Product satisfaction tends to be slightly lower for more popular text analysis software products. Average rating for top 3 products is 4.0 vs 4.1 for average text analysis software product review.

Leaders Average Review Score Number of Reviews

Maturity

IBM
Amazon Web Services (AWS)
Google
Microsoft
Alibaba Cloud

Number of Employees

29 employees work for a typical company in this category which is 23 less than the number of employees for a typical company in the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 52 companies (3 more than average solution category) with >10 employees are offering text analysis software. Top 3 products are developed by companies with a total of 100-500k employees. However, 2 of these top 3 companies have multiple products so only a portion of this workforce is actually working on these top 3 products.

Customer Insights

Customer Evaluation

These scores are the average scores collected from customer reviews for all Text Analysis Software companies. Compared to median scores of all solution categories, Text Analysis Software comes forward with Ease of Use but falls behind in Customer Service.

Customers by

Industry

According to customer reviews, top 3 industries using Text Analysis Software solutions are Financial Services, Banking and Real Estate. Top 3 industries consitute 55% of all customers. Top 3 industries that use any solution categories are Computer Software, Information Technology and Services and Marketing and Advertising.

Company Size

According to customer reviews, most common company size is 201-500 employees with a share of 23%. The median share this company size is 6%. The most common company size that uses any solution category is employees.