Looking for a tool to help me tweet replies from a specific Twitter account. Then I'll need help to analyze the data.

It can certainly be tough to build up a substantial follower base, starting from nothing or very little, especially if you haven't launched your product yet. But here are a few tactics to help you get in front of more people pre-launch: 1) Start sharing tons of useful content. Before you bother sending people to your Twitter feed or Facebook page, you want to make sure they'll find something valuable once they get there. If you have the time, create original content that ties into your industry, your product, or your company in some way (without directly promoting yourself, though). If you don't have the bandwidth to create your own content, find other articles from bloggers you admire or experts in your industry, and share their content. Just make sure you're putting out information that's highly relevant and valuable to the audience you're trying to attract so you can engage them once they find you. 2) Create conversation. The people who aren't following you yet aren't seeing your tweets, so how do you show them value and get them to discover you? Start a conversation! At Change Collective, we're rolling out our first course on Becoming an Early Riser. So I'll do a Twitter search for "need to wake up earlier" and find a bunch of people who are tweeting about the exact problem we're setting out to solve. By favoriting their tweets or replying with -- "That's great! We think we can help - check out our newest course & let us know what you think!" -- I'm getting our product on their radar and simultaneously providing value to them. 3) Ask for help. Start with your fellow team members, and ask them to share the company's Facebook posts or retweet some of your tweets. You can even create lazy tweets for them to share. What about your board members? Advisors? VCs? They all have a stake in helping your company grow awareness and adoption, so find an easy and appropriate way for them to help by leveraging their networks. And if you have friends and family who are excited about your business and supportive of what you're doing, they probably won't mind a friendly request to help spread the news every once in a while. Hope this helps! I just joined an early-stage startup and I'm currently building up our marketing from scratch. Happy to jump on a call and offer some tips from the trenches if you'd like. Best of luck!

I would start with google analytics. If you configure it correctly you can get quite far down the line for free. Once you start seeing revenue and need more detail you can move over to one of the more premium or paid for systems.

Use Delighted: https://delighted.com/

I would disagree with the premise that "big data" isn't being converted into valuable information. Modern advertising is being driven by exactly this ability. The problem lies not with the information, or lack thereof, but with the decision makers. Lack of vision at both the strategic and tactical levels of decision, fear of change, among other things are at the root of the problem.

It's hard to get a definite answer to this as these companies will not tell us how their algorithms work. Having said that: Based on my experience working with these APIs, it is totally possible to implement a real-time search like "socialmention.com" purely based on the APIs from Google, Twitter, Yahoo, or Facebook. On the other hand, crawling and saving all that data just for the eventuality that a customer might search for it is probably not economically viable and will also violate the Terms of Services of most of these APIs. Bottom line is: They are probably not crawling and caching.